Hand-picked awesome Python libraries and frameworks, with an emphasis on data and machine learning, organised by category 🐍
Interactive version: www.awesomepython.org
Updated 31 Jan 2024
- Crypto and Blockchain (12)
- Data (89)
- Debugging (9)
- Diffusion Text to Image (34)
- Finance (31)
- Game Development (6)
- GIS (27)
- Graph (4)
- GUI (8)
- Jupyter (24)
- LLMs and ChatGPT (187)
- Math and Science (13)
- Machine Learning - General (147)
- Machine Learning - Deep Learning (69)
- Machine Learning - Interpretability (13)
- Machine Learning - Ops (37)
- Machine Learning - Reinforcement (20)
- Machine Learning - Time Series (15)
- Natural Language Processing (78)
- Pandas (22)
- Performance (28)
- Profiling (11)
- Security (10)
- Simulation (24)
- Study (47)
- Template (8)
- Terminal (14)
- Testing (21)
- Typing (9)
- Utility (202)
- Vizualisation (30)
- Web (49)
Cryptocurrency and blockchain libraries: trading bots, API integration, Ethereum Virtual Machine, Solidity language etc.
-
ccxt/ccxt
A JavaScript / TypeScript / Python / C# / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges
🔗 docs.ccxt.com
⭐ 30,090 -
freqtrade/freqtrade
Free, open source crypto trading bot
🔗 www.freqtrade.io
⭐ 24,007 -
crytic/slither
Static Analyzer for Solidity and Vyper
🔗 blog.trailofbits.com/2018/10/19/slither-a-solidity-static-analysis-framework
⭐ 4,790 -
ethereum/web3.py
A python interface for interacting with the Ethereum blockchain and ecosystem.
🔗 web3py.readthedocs.io
⭐ 4,591 -
ethereum/consensus-specs
Ethereum Proof-of-Stake Consensus Specifications
⭐ 3,329 -
cyberpunkmetalhead/Binance-volatility-trading-bot
This is a fully functioning Binance trading bot that measures the volatility of every coin on Binance and places trades with the highest gaining coins If you like this project consider donating though the Brave browser to allow me to continuously improve the script.
⭐ 3,288 -
ethereum/py-evm
A Python implementation of the Ethereum Virtual Machine
🔗 py-evm.readthedocs.io/en/latest
⭐ 2,138 -
bmoscon/cryptofeed
Cryptocurrency Exchange Websocket Data Feed Handler
⭐ 1,973 -
binance/binance-public-data
Details on how to get Binance public data
⭐ 1,231 -
ofek/bit
Bitcoin made easy.
🔗 ofek.dev/bit
⭐ 1,181 -
man-c/pycoingecko
Python wrapper for the CoinGecko API
⭐ 1,008
General data libraries: data processing, serialisation, formats, databases, SQL, connectors, web crawlers, data generation/augmentation/checks etc.
-
scrapy/scrapy
Scrapy, a fast high-level web crawling & scraping framework for Python.
🔗 scrapy.org
⭐ 49,808 -
apache/spark
Apache Spark - A unified analytics engine for large-scale data processing
🔗 spark.apache.org
⭐ 37,581 -
jaidedai/EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
🔗 www.jaided.ai
⭐ 20,722 -
mindsdb/mindsdb
Build AI 🤖 using SQL
🔗 mindsdb.com
⭐ 19,573 -
joke2k/faker
Faker is a Python package that generates fake data for you.
🔗 faker.readthedocs.io
⭐ 16,741 -
binux/pyspider
A Powerful Spider(Web Crawler) System in Python.
🔗 docs.pyspider.org
⭐ 16,155 -
qdrant/qdrant
Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
🔗 qdrant.tech
⭐ 15,465 -
twintproject/twint
An advanced Twitter scraping & OSINT tool written in Python that doesn't use Twitter's API, allowing you to scrape a user's followers, following, Tweets and more while evading most API limitations.
⭐ 15,365 -
apache/arrow
Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing
🔗 arrow.apache.org
⭐ 13,013 -
airbytehq/airbyte
The leading data integration platform for ETL / ELT data pipelines from APIs, databases & files to data warehouses, data lakes & data lakehouses. Both self-hosted and Cloud-hosted.
🔗 airbyte.com
⭐ 12,809 -
tiangolo/sqlmodel
SQL databases in Python, designed for simplicity, compatibility, and robustness.
🔗 sqlmodel.tiangolo.com
⭐ 11,999 -
coleifer/peewee
a small, expressive orm -- supports postgresql, mysql, sqlite and cockroachdb
🔗 docs.peewee-orm.com
⭐ 10,573 -
chroma-core/chroma
the AI-native open-source embedding database
🔗 www.trychroma.com
⭐ 10,477 -
s0md3v/Photon
Incredibly fast crawler designed for OSINT.
⭐ 10,251 -
simonw/datasette
An open source multi-tool for exploring and publishing data
🔗 datasette.io
⭐ 8,614 -
sqlalchemy/sqlalchemy
The Database Toolkit for Python
🔗 www.sqlalchemy.org
⭐ 8,261 -
bigscience-workshop/petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
🔗 petals.dev
⭐ 8,241 -
yzhao062/pyod
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
🔗 pyod.readthedocs.io
⭐ 7,738 -
gristlabs/grist-core
Grist is the evolution of spreadsheets.
🔗 www.getgrist.com
⭐ 5,846 -
alirezamika/autoscraper
A Smart, Automatic, Fast and Lightweight Web Scraper for Python
⭐ 5,757 -
kaggle/kaggle-api
Official Kaggle API
⭐ 5,734 -
vi3k6i5/flashtext
Extract Keywords from sentence or Replace keywords in sentences.
⭐ 5,496 -
airbnb/knowledge-repo
A next-generation curated knowledge sharing platform for data scientists and other technical professions.
⭐ 5,406 -
madmaze/pytesseract
A Python wrapper for Google Tesseract
⭐ 5,291 -
facebookresearch/AugLy
A data augmentations library for audio, image, text, and video.
🔗 ai.facebook.com/blog/augly-a-new-data-augmentation-library-to-help-build-more-robust-ai-models
⭐ 4,853 -
tobymao/sqlglot
Python SQL Parser and Transpiler
🔗 sqlglot.com
⭐ 4,500 -
jazzband/tablib
Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c.
🔗 tablib.readthedocs.io
⭐ 4,426 -
amundsen-io/amundsen
Amundsen is a metadata driven application for improving the productivity of data analysts, data scientists and engineers when interacting with data.
🔗 www.amundsen.io/amundsen
⭐ 4,179 -
lk-geimfari/mimesis
Mimesis is a powerful Python library that empowers developers to generate massive amounts of synthetic data efficiently.
🔗 mimesis.name
⭐ 4,144 -
mongodb/mongo-python-driver
PyMongo - the Official MongoDB Python driver
🔗 pymongo.readthedocs.io
⭐ 3,982 -
superduperdb/superduperdb
🔮 SuperDuperDB: Bring AI to your database! Build, deploy and manage any AI application directly with your existing data infrastructure, without moving your data. Including streaming inference, scalable model training and vector search.
🔗 superduperdb.com
⭐ 3,863 -
andialbrecht/sqlparse
A non-validating SQL parser module for Python
⭐ 3,494 -
jmcnamara/XlsxWriter
A Python module for creating Excel XLSX files.
🔗 xlsxwriter.readthedocs.io
⭐ 3,402 -
ibis-project/ibis
The flexibility of Python with the scale and performance of modern SQL.
🔗 ibis-project.org
⭐ 3,364 -
praw-dev/praw
PRAW, an acronym for "Python Reddit API Wrapper", is a python package that allows for simple access to Reddit's API.
🔗 praw.readthedocs.io
⭐ 3,248 -
deepchecks/deepchecks
Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.
🔗 docs.deepchecks.com/stable
⭐ 3,169 -
pyeve/cerberus
Lightweight, extensible data validation library for Python
🔗 python-cerberus.org
⭐ 3,071 -
run-llama/llama-hub
A library of data loaders for LLMs made by the community -- to be used with LlamaIndex and/or LangChain
🔗 llamahub.ai
⭐ 2,978 -
rom1504/img2dataset
Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.
⭐ 2,953 -
avaiga/taipy
Turns Data and AI algorithms into production-ready web applications in no time.
🔗 www.taipy.io
⭐ 2,952 -
pallets/itsdangerous
Safely pass trusted data to untrusted environments and back.
🔗 itsdangerous.palletsprojects.com
⭐ 2,781 -
goldsmith/Wikipedia
A Pythonic wrapper for the Wikipedia API
🔗 wikipedia.readthedocs.org
⭐ 2,774 -
zoomeranalytics/xlwings
xlwings is a Python library that makes it easy to call Python from Excel and vice versa. It works with Excel on Windows and macOS as well as with Google Sheets and Excel on the web.
🔗 www.xlwings.org
⭐ 2,773 -
datafold/data-diff
Compare tables within or across databases
🔗 docs.datafold.com
⭐ 2,686 -
awslabs/amazon-redshift-utils
Amazon Redshift Utils contains utilities, scripts and view which are useful in a Redshift environment
⭐ 2,685 -
docarray/docarray
Represent, send, store and search multimodal data
🔗 docs.docarray.org
⭐ 2,620 -
giskard-ai/giskard
🐢 The testing framework for ML models, from tabular to LLMs
🔗 docs.giskard.ai
⭐ 2,471 -
pynamodb/PynamoDB
A pythonic interface to Amazon's DynamoDB
🔗 pynamodb.readthedocs.io
⭐ 2,338 -
sqlalchemy/alembic
A database migrations tool for SQLAlchemy.
⭐ 2,302 -
kayak/pypika
PyPika is a python SQL query builder that exposes the full richness of the SQL language using a syntax that reflects the resulting query. PyPika excels at all sorts of SQL queries but is especially useful for data analysis.
🔗 pypika.readthedocs.io/en/latest
⭐ 2,260 -
uqfoundation/dill
serialize all of Python
🔗 dill.rtfd.io
⭐ 2,062 -
accenture/AmpliGraph
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
⭐ 2,045 -
graphistry/pygraphistry
PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer
⭐ 1,983 -
lancedb/lancedb
Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
🔗 lancedb.github.io/lancedb
⭐ 1,903 -
sdv-dev/SDV
Synthetic data generation for tabular data
🔗 docs.sdv.dev/sdv
⭐ 1,775 -
samuelcolvin/arq
Fast job queuing and RPC in python with asyncio and redis.
🔗 arq-docs.helpmanual.io
⭐ 1,766 -
uber/petastorm
Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.
⭐ 1,711 -
aio-libs/aiomysql
aiomysql is a library for accessing a MySQL database from the asyncio
🔗 aiomysql.rtfd.io
⭐ 1,675 -
sfu-db/connector-x
Fastest library to load data from DB to DataFrames in Rust and Python
🔗 sfu-db.github.io/connector-x/intro.html
⭐ 1,656 -
rapidai/RapidOCR
A cross platform OCR Library based on PaddleOCR & OnnxRuntime & OpenVINO.
🔗 rapidai.github.io/rapidocrdocs/docs
⭐ 1,614 -
agronholm/sqlacodegen
Automatic model code generator for SQLAlchemy
⭐ 1,605 -
simple-salesforce/simple-salesforce
A very simple Salesforce.com REST API client for Python
⭐ 1,540 -
milvus-io/bootcamp
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
🔗 milvus.io
⭐ 1,510 -
collerek/ormar
python async orm with fastapi in mind and pydantic validation
🔗 collerek.github.io/ormar
⭐ 1,506 -
sdispater/orator
The Orator ORM provides a simple yet beautiful ActiveRecord implementation.
🔗 orator-orm.com
⭐ 1,420 -
mchong6/JoJoGAN
Official PyTorch repo for JoJoGAN: One Shot Face Stylization
⭐ 1,395 -
aminalaee/sqladmin
SQLAlchemy Admin for FastAPI and Starlette
🔗 aminalaee.dev/sqladmin
⭐ 1,391 -
simonw/sqlite-utils
Python CLI utility and library for manipulating SQLite databases
🔗 sqlite-utils.datasette.io
⭐ 1,386 -
aio-libs/aiopg
aiopg is a library for accessing a PostgreSQL database from the asyncio
🔗 aiopg.readthedocs.io
⭐ 1,356 -
eleutherai/the-pile
The Pile is a large, diverse, open source language modelling data set that consists of many smaller datasets combined together.
⭐ 1,334 -
zarr-developers/zarr-python
An implementation of chunked, compressed, N-dimensional arrays for Python.
🔗 zarr.readthedocs.io
⭐ 1,274 -
google/tensorstore
Library for reading and writing large multi-dimensional arrays.
🔗 google.github.io/tensorstore
⭐ 1,248 -
ydataai/ydata-synthetic
Synthetic data generators for tabular and time-series data
🔗 docs.synthetic.ydata.ai
⭐ 1,195 -
pathwaycom/pathway
Pathway is a high-throughput, low-latency data processing framework that handles live data & streaming for you. Made with ❤️ for Python & ML/AI developers.
🔗 pathway.com
⭐ 1,079 -
pytorch/data
A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.
⭐ 1,044 -
uber/fiber
Distributed Computing for AI Made Simple
🔗 uber.github.io/fiber
⭐ 1,041 -
dlt-hub/dlt
data load tool (dlt) is an open source Python library that makes data loading easy 🛠️
🔗 dlthub.com/docs
⭐ 1,028 -
brettkromkamp/contextualise
Contextualise is an effective tool particularly suited for organising information-heavy projects and activities consisting of unstructured and widely diverse data and information resources
🔗 contextualise.dev
⭐ 1,023 -
eliasdabbas/advertools
advertools - online marketing productivity and analysis tools
🔗 advertools.readthedocs.io
⭐ 979 -
aio-libs/aiocache
Asyncio cache manager for redis, memcached and memory
🔗 aiocache.readthedocs.io
⭐ 971 -
intake/intake
Intake is a lightweight package for finding, investigating, loading and disseminating data.
🔗 intake.readthedocs.io
⭐ 954 -
scikit-hep/awkward
Manipulate JSON-like data with NumPy-like idioms.
🔗 awkward-array.org
⭐ 770 -
koaning/human-learn
Natural Intelligence is still a pretty good idea.
🔗 koaning.github.io/human-learn
⭐ 763 -
hyperqueryhq/whale
🐳 The stupidly simple CLI workspace for your data warehouse.
🔗 rsyi.gitbook.io/whale
⭐ 724 -
googleapis/python-bigquery
googleapis/python-bigquery
⭐ 686 -
mcfunley/pugsql
A HugSQL-inspired database library for Python
🔗 pugsql.org
⭐ 652 -
duckdb/dbt-duckdb
dbt (http://getdbt.com) adapter for DuckDB (http://duckdb.org)
⭐ 636 -
dgarnitz/vectorflow
VectorFlow is a high volume vector embedding pipeline that ingests raw data, transforms it into vectors and writes it to a vector DB of your choice.
🔗 www.getvectorflow.com
⭐ 592
Debugging and tracing tools.
-
cool-rr/PySnooper
Never use print for debugging again
⭐ 16,144 -
shobrook/rebound
Command-line tool that instantly fetches Stack Overflow results when an exception is thrown
⭐ 4,047 -
inducer/pudb
Full-screen console debugger for Python
🔗 documen.tician.de/pudb
⭐ 2,811 -
alexmojaki/heartrate
Simple real time visualisation of the execution of a Python program.
⭐ 1,685 -
alexmojaki/birdseye
Graphical Python debugger which lets you easily view the values of all evaluated expressions
🔗 birdseye.readthedocs.io
⭐ 1,593 -
alexmojaki/snoop
A powerful set of Python debugging tools, based on PySnooper
⭐ 1,042 -
samuelcolvin/python-devtools
Dev tools for python
🔗 python-devtools.helpmanual.io
⭐ 907
Text-to-image diffusion model libraries, tools and apps for generating images from natural language.
-
automatic1111/stable-diffusion-webui
Stable Diffusion web UI
⭐ 117,483 -
compvis/stable-diffusion
A latent text-to-image diffusion model
🔗 ommer-lab.com/research/latent-diffusion-models
⭐ 62,816 -
stability-ai/stablediffusion
High-Resolution Image Synthesis with Latent Diffusion Models
⭐ 33,628 -
lllyasviel/ControlNet
Let us control diffusion models!
⭐ 26,084 -
comfyanonymous/ComfyUI
The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.
⭐ 22,243 -
huggingface/diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
🔗 huggingface.co/docs/diffusers
⭐ 20,337 -
invoke-ai/InvokeAI
InvokeAI is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, supports terminal use through a CLI, and serves as the foundation for multi...
🔗 invoke-ai.github.io/invokeai
⭐ 20,234 -
apple/ml-stable-diffusion
Stable Diffusion with Core ML on Apple Silicon
⭐ 15,566 -
borisdayma/dalle-mini
DALL·E Mini - Generate images from a text prompt
🔗 www.craiyon.com
⭐ 14,484 -
divamgupta/diffusionbee-stable-diffusion-ui
Diffusion Bee is the easiest way to run Stable Diffusion locally on your M1 Mac. Comes with a one-click installer. No dependencies or technical knowledge needed.
🔗 diffusionbee.com
⭐ 11,411 -
lucidrains/DALLE2-pytorch
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
⭐ 10,534 -
compvis/latent-diffusion
High-Resolution Image Synthesis with Latent Diffusion Models
⭐ 9,627 -
ashawkey/stable-dreamfusion
Text-to-3D & Image-to-3D & Mesh Exportation with NeRF + Diffusion.
⭐ 7,424 -
carson-katri/dream-textures
Stable Diffusion built-in to Blender
⭐ 7,370 -
xavierxiao/Dreambooth-Stable-Diffusion
Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion
⭐ 7,295 -
facebookresearch/dinov2
PyTorch code and models for the DINOv2 self-supervised learning method.
⭐ 7,024 -
openai/consistency_models
Official repo for consistency models.
⭐ 5,787 -
timothybrooks/instruct-pix2pix
PyTorch implementation of InstructPix2Pix, an instruction-based image editing model, based on the original CompVis/stable_diffusion repo.
⭐ 5,565 -
idea-research/GroundingDINO
Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"
🔗 arxiv.org/abs/2303.05499
⭐ 4,067 -
nateraw/stable-diffusion-videos
Create 🔥 videos with Stable Diffusion by exploring the latent space and morphing between text prompts
⭐ 3,917 -
salesforce/BLIP
PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
⭐ 3,885 -
jina-ai/discoart
🪩 Create Disco Diffusion artworks in one line
⭐ 3,834 -
lkwq007/stablediffusion-infinity
Outpainting with Stable Diffusion on an infinite canvas
⭐ 3,732 -
openai/glide-text2im
GLIDE: a diffusion-based text-conditional image synthesis model
⭐ 3,387 -
mlc-ai/web-stable-diffusion
Bringing stable diffusion models to web browsers. Everything runs inside the browser with no server support.
🔗 mlc.ai/web-stable-diffusion
⭐ 3,273 -
saharmor/dalle-playground
A playground to generate images from any text prompt using Stable Diffusion (past: using DALL-E Mini)
⭐ 2,751 -
openai/improved-diffusion
Release for Improved Denoising Diffusion Probabilistic Models
⭐ 2,511 -
stability-ai/stability-sdk
SDK for interacting with stability.ai APIs (e.g. stable diffusion inference)
🔗 platform.stability.ai
⭐ 2,381 -
divamgupta/stable-diffusion-tensorflow
Stable Diffusion in TensorFlow / Keras
⭐ 1,546 -
coyote-a/ultimate-upscale-for-automatic1111
coyote-a/ultimate-upscale-for-automatic1111
⭐ 1,331 -
nvlabs/prismer
The implementation of "Prismer: A Vision-Language Model with An Ensemble of Experts".
🔗 shikun.io/projects/prismer
⭐ 1,242 -
chenyangqiqi/FateZero
[ICCV 2023 Oral] "FateZero: Fusing Attentions for Zero-shot Text-based Video Editing"
🔗 fate-zero-edit.github.io
⭐ 976 -
thereforegames/unprompted
Templating language written for Stable Diffusion workflows. Available as an extension for the Automatic1111 WebUI.
⭐ 712 -
sharonzhou/long_stable_diffusion
Long-form text-to-images generation, using a pipeline of deep generative models (GPT-3 and Stable Diffusion)
⭐ 671
Financial and quantitative libraries: investment research tools, market data, algorithmic trading, backtesting, financial derivatives etc.
-
openbb-finance/OpenBBTerminal
Investment Research for Everyone, Everywhere.
🔗 my.openbb.co/app/terminal
⭐ 25,332 -
quantopian/zipline
Zipline, a Pythonic Algorithmic Trading Library
🔗 www.zipline.io
⭐ 16,792 -
microsoft/qlib
Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, ...
🔗 qlib.readthedocs.io/en/latest
⭐ 13,247 -
mementum/backtrader
Python Backtesting library for trading strategies
🔗 www.backtrader.com
⭐ 12,322 -
ranaroussi/yfinance
Download market data from Yahoo! Finance's API
🔗 aroussi.com/post/python-yahoo-finance
⭐ 11,035 -
ai4finance-foundation/FinGPT
Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We release the trained model on HuggingFace.
🔗 discord.gg/trsr8sxpw5
⭐ 10,239 -
ta-lib/ta-lib-python
Python wrapper for TA-Lib (http://ta-lib.org/).
🔗 ta-lib.github.io/ta-lib-python
⭐ 8,658 -
ai4finance-foundation/FinRL
FinRL: Financial Reinforcement Learning. 🔥
🔗 discord.gg/trsr8sxpw5
⭐ 8,598 -
quantconnect/Lean
Lean Algorithmic Trading Engine by QuantConnect (Python, C#)
🔗 lean.io
⭐ 8,317 -
quantopian/pyfolio
Portfolio and risk analytics in Python
🔗 quantopian.github.io/pyfolio
⭐ 5,308 -
kernc/backtesting.py
🔎 📈 🐍 💰 Backtest trading strategies in Python.
🔗 kernc.github.io/backtesting.py
⭐ 4,436 -
twopirllc/pandas-ta
Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 130+ Indicators
🔗 twopirllc.github.io/pandas-ta
⭐ 4,335 -
gbeced/pyalgotrade
Python Algorithmic Trading Library
🔗 gbeced.github.io/pyalgotrade
⭐ 4,224 -
google/tf-quant-finance
High-performance TensorFlow library for quantitative finance.
⭐ 4,160 -
ranaroussi/quantstats
Portfolio analytics for quants, written in Python
⭐ 3,886 -
borisbanushev/stockpredictionai
In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Networ...
⭐ 3,844 -
polakowo/vectorbt
Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
🔗 vectorbt.dev
⭐ 3,466 -
cuemacro/finmarketpy
Python library for backtesting trading strategies & analyzing financial markets (formerly pythalesians)
🔗 www.cuemacro.com
⭐ 3,274 -
matplotlib/mplfinance
Financial Markets Data Visualization using Matplotlib
🔗 pypi.org/project/mplfinance
⭐ 3,155 -
quantopian/alphalens
Performance analysis of predictive (alpha) stock factors
🔗 quantopian.github.io/alphalens
⭐ 2,946 -
zvtvz/zvt
modular quant framework.
🔗 zvt.readthedocs.io/en/latest
⭐ 2,790 -
quantopian/research_public
Quantitative research and educational materials
🔗 www.quantopian.com/lectures
⭐ 2,262 -
robcarver17/pysystemtrade
Systematic Trading in python
⭐ 2,255 -
goldmansachs/gs-quant
Python toolkit for quantitative finance
🔗 developer.gs.com/discover/products/gs-quant
⭐ 2,255 -
pmorissette/bt
bt - flexible backtesting for Python
🔗 pmorissette.github.io/bt
⭐ 1,892 -
blankly-finance/blankly
🚀 💸 Easily build, backtest and deploy your algo in just a few lines of code. Trade stocks, cryptos, and forex across exchanges w/ one package.
🔗 package.blankly.finance
⭐ 1,864 -
domokane/FinancePy
A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.
🔗 financepy.com
⭐ 1,743 -
pmorissette/ffn
ffn - a financial function library for Python
🔗 pmorissette.github.io/ffn
⭐ 1,697 -
cuemacro/findatapy
Python library to download market data via Bloomberg, Eikon, Quandl, Yahoo etc.
⭐ 1,501 -
quantopian/empyrical
Common financial risk and performance metrics. Used by zipline and pyfolio.
🔗 quantopian.github.io/empyrical
⭐ 1,189 -
idanya/algo-trader
Trading bot with support for realtime trading, backtesting, custom strategies and much more.
⭐ 726
Game development tools, engines and libraries.
-
pygame/pygame
🐍🎮 pygame (the library) is a Free and Open Source python programming language library for making multimedia applications like games built on top of the excellent SDL library. C, Python, Native, OpenGL.
🔗 www.pygame.org
⭐ 6,667 -
panda3d/panda3d
Powerful, mature open-source cross-platform game engine for Python and C++, developed by Disney and CMU
🔗 www.panda3d.org
⭐ 4,140 -
pokepetter/ursina
A game engine powered by python and panda3d.
🔗 pokepetter.github.io/ursina
⭐ 2,006 -
pyglet/pyglet
pyglet is a cross-platform windowing and multimedia library for Python, for developing games and other visually rich applications.
🔗 pyglet.org
⭐ 1,675 -
pythonarcade/arcade
Easy to use Python library for creating 2D arcade games.
🔗 arcade.academy
⭐ 1,589
Geospatial libraries: raster and vector data formats, interactive mapping and visualisation, computing frameworks for processing images, projections etc.
-
domlysz/BlenderGIS
Blender addons to make the bridge between Blender and geographic data
⭐ 6,989 -
python-visualization/folium
Python Data. Leaflet.js Maps.
🔗 python-visualization.github.io/folium
⭐ 6,539 -
gboeing/osmnx
OSMnx is a Python package to easily download, model, analyze, and visualize street networks and other geospatial features from OpenStreetMap.
🔗 osmnx.readthedocs.io
⭐ 4,514 -
osgeo/gdal
GDAL is an open source MIT licensed translator library for raster and vector geospatial data formats.
🔗 gdal.org
⭐ 4,275 -
geopandas/geopandas
Python tools for geographic data
🔗 geopandas.org
⭐ 4,017 -
shapely/shapely
Manipulation and analysis of geometric objects
🔗 shapely.readthedocs.io/en/stable
⭐ 3,549 -
holoviz/datashader
Quickly and accurately render even the largest data.
🔗 datashader.org
⭐ 3,127 -
giswqs/geemap
A Python package for interactive geospaital analysis and visualization with Google Earth Engine.
🔗 geemap.org
⭐ 3,049 -
opengeos/leafmap
A Python package for interactive mapping and geospatial analysis with minimal coding in a Jupyter environment
🔗 leafmap.org
⭐ 2,809 -
opengeos/segment-geospatial
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
🔗 samgeo.gishub.org
⭐ 2,478 -
google/earthengine-api
Python and JavaScript bindings for calling the Earth Engine API.
⭐ 2,445 -
rasterio/rasterio
Rasterio reads and writes geospatial raster datasets
🔗 rasterio.readthedocs.io
⭐ 2,074 -
mcordts/cityscapesScripts
README and scripts for the Cityscapes Dataset
⭐ 2,053 -
microsoft/torchgeo
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
🔗 torchgeo.rtfd.io
⭐ 2,046 -
azavea/raster-vision
An open source library and framework for deep learning on satellite and aerial imagery.
🔗 docs.rastervision.io
⭐ 1,956 -
apache/sedona
A cluster computing framework for processing large-scale geospatial data
🔗 sedona.apache.org
⭐ 1,654 -
jupyter-widgets/ipyleaflet
A Jupyter - Leaflet.js bridge
🔗 ipyleaflet.readthedocs.io
⭐ 1,435 -
gboeing/osmnx-examples
Gallery of OSMnx tutorials, usage examples, and feature demonstations.
🔗 osmnx.readthedocs.io
⭐ 1,386 -
microsoft/GlobalMLBuildingFootprints
Worldwide building footprints derived from satellite imagery
⭐ 1,186 -
residentmario/geoplot
High-level geospatial data visualization library for Python.
🔗 residentmario.github.io/geoplot/index.html
⭐ 1,101 -
anitagraser/movingpandas
Movement trajectory classes and functions built on top of GeoPandas
🔗 movingpandas.org
⭐ 1,084 -
sentinel-hub/eo-learn
Earth observation processing framework for machine learning in Python
🔗 eo-learn.readthedocs.io/en/latest
⭐ 1,064 -
makepath/xarray-spatial
Raster-based Spatial Analytics for Python
🔗 xarray-spatial.org
⭐ 752 -
osgeo/grass
GRASS GIS - free and open-source geospatial processing engine
🔗 grass.osgeo.org
⭐ 720 -
scikit-mobility/scikit-mobility
scikit-mobility: mobility analysis in Python
🔗 scikit-mobility.github.io/scikit-mobility
⭐ 672 -
developmentseed/titiler
Build your own Raster dynamic map tile services
🔗 developmentseed.org/titiler
⭐ 640
Graphs and network libraries: network analysis, graph machine learning, visualisation etc.
-
networkx/networkx
Network Analysis in Python
🔗 networkx.org
⭐ 13,757 -
stellargraph/stellargraph
StellarGraph - Machine Learning on Graphs
🔗 stellargraph.readthedocs.io
⭐ 2,836 -
westhealth/pyvis
Python package for creating and visualizing interactive network graphs.
🔗 pyvis.readthedocs.io/en/latest
⭐ 850 -
rampasek/GraphGPS
Recipe for a General, Powerful, Scalable Graph Transformer
⭐ 520
Graphical user interface libraries and toolkits.
-
pysimplegui/PySimpleGUI
Launched in 2018. It's 2023 and PySimpleGUI is actively developed & supported. Create complex windows simply. Supports tkinter, Qt, WxPython, Remi (in browser). Create GUI applications trivially with a full set of widgets. Multi-Window applications are also simple. 3.4 to 3.11 supported. 325+ Demo programs & Cookboo...
🔗 www.pysimplegui.com
⭐ 12,925 -
hoffstadt/DearPyGui
Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies
🔗 dearpygui.readthedocs.io/en/latest
⭐ 11,691 -
parthjadhav/Tkinter-Designer
An easy and fast way to create a Python GUI 🐍
⭐ 7,773 -
beeware/toga
A Python native, OS native GUI toolkit.
🔗 toga.readthedocs.io/en/latest
⭐ 3,998 -
r0x0r/pywebview
Build GUI for your Python program with JavaScript, HTML, and CSS
🔗 pywebview.flowrl.com
⭐ 3,981 -
dddomodossola/remi
Python REMote Interface library. Platform independent. In about 100 Kbytes, perfect for your diet.
⭐ 3,419 -
samuelcolvin/FastUI
Build better UIs faster.
🔗 fastui-demo.onrender.com
⭐ 3,211 -
wxwidgets/Phoenix
wxPython's Project Phoenix. A new implementation of wxPython, better, stronger, faster than he was before.
🔗 wxpython.org
⭐ 2,120
Jupyter and JupyterLab and Notebook tools, libraries and plugins.
-
jupyterlab/jupyterlab
JupyterLab computational environment.
🔗 jupyterlab.readthedocs.io
⭐ 13,540 -
jupyter/notebook
Jupyter Interactive Notebook
🔗 jupyter-notebook.readthedocs.io
⭐ 10,849 -
mwouts/jupytext
Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts
🔗 jupytext.readthedocs.io
⭐ 6,301 -
nteract/papermill
📚 Parameterize, execute, and analyze notebooks
🔗 papermill.readthedocs.io/en/latest
⭐ 5,497 -
connorferster/handcalcs
Python library for converting Python calculations into rendered latex.
⭐ 5,300 -
voila-dashboards/voila
Voilà turns Jupyter notebooks into standalone web applications
🔗 voila.readthedocs.io
⭐ 5,051 -
executablebooks/jupyter-book
Create beautiful, publication-quality books and documents from computational content.
🔗 jupyterbook.org
⭐ 3,592 -
jupyterlite/jupyterlite
Wasm powered Jupyter running in the browser 💡
🔗 jupyterlite.rtfd.io/en/stable/try/lab
⭐ 3,470 -
jupyterlab/jupyterlab-desktop
JupyterLab desktop application, based on Electron.
⭐ 3,199 -
quantopian/qgrid
An interactive grid for sorting, filtering, and editing DataFrames in Jupyter notebooks
⭐ 3,007 -
jupyter-widgets/ipywidgets
Interactive Widgets for the Jupyter Notebook
🔗 ipywidgets.readthedocs.io
⭐ 2,976 -
jupyter/nbdime
Tools for diffing and merging of Jupyter notebooks.
🔗 nbdime.readthedocs.io
⭐ 2,562 -
jupyterlab/jupyter-ai
A generative AI extension for JupyterLab
🔗 jupyter-ai.readthedocs.io
⭐ 2,475 -
jupyter/nbviewer
nbconvert as a web service: Render Jupyter Notebooks as static web pages
🔗 nbviewer.jupyter.org
⭐ 2,146 -
mito-ds/mito
The mitosheet package, trymito.io, and other public Mito code.
🔗 trymito.io
⭐ 2,096 -
maartenbreddels/ipyvolume
3d plotting for Python in the Jupyter notebook based on IPython widgets using WebGL
⭐ 1,896 -
jupyter-lsp/jupyterlab-lsp
Coding assistance for JupyterLab (code navigation + hover suggestions + linters + autocompletion + rename) using Language Server Protocol
⭐ 1,663 -
jupyter/nbconvert
Jupyter Notebook Conversion
🔗 nbconvert.readthedocs.io
⭐ 1,610 -
jupyter/nbgrader
A system for assigning and grading notebooks
🔗 nbgrader.readthedocs.io
⭐ 1,241 -
nbqa-dev/nbQA
Run ruff, isort, pyupgrade, mypy, pylint, flake8, and more on Jupyter Notebooks
🔗 nbqa.readthedocs.io/en/latest/index.html
⭐ 924 -
vizzuhq/ipyvizzu
Build animated charts in Jupyter Notebook and similar environments with a simple Python syntax.
🔗 ipyvizzu.vizzuhq.com
⭐ 898 -
aws/graph-notebook
Library extending Jupyter notebooks to integrate with Apache TinkerPop, openCypher, and RDF SPARQL.
🔗 github.com/aws/graph-notebook
⭐ 652 -
linealabs/lineapy
Move fast from data science prototype to pipeline. Capture, analyze, and transform messy notebooks into data pipelines with just two lines of code.
🔗 lineapy.org
⭐ 641 -
koaning/drawdata
Draw datasets from within Jupyter.
🔗 calmcode.io/labs/drawdata.html
⭐ 579
Large language model and GPT libraries and frameworks: auto-gpt, agents, QnA, chain-of-thought workflows, API integations etc. Also see the Natural Language Processing category for crossover.
-
torantulino/AutoGPT
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
🔗 agpt.co
⭐ 156,295 -
hwchase17/langchain
⚡ Building applications with LLMs through composability ⚡
🔗 python.langchain.com
⭐ 73,828 -
nomic-ai/gpt4all
gpt4all: open-source LLM chatbots that you can run anywhere
🔗 gpt4all.io
⭐ 59,720 -
xtekky/gpt4free
The official gpt4free repository | various collection of powerful language models
🔗 discord.gg/xfybzpxph5
⭐ 51,340 -
ggerganov/llama.cpp
Port of Facebook's LLaMA model in C/C++
⭐ 48,751 -
antonosika/gpt-engineer
Specify what you want it to build, the AI asks for clarification, and then builds it.
⭐ 48,414 -
facebookresearch/llama
Inference code for LLaMA models
⭐ 48,284 -
imartinez/privateGPT
Interact with your documents using the power of GPT, 100% privately, no data leaks
🔗 docs.privategpt.dev
⭐ 46,302 -
killianlucas/open-interpreter
A natural language interface for computers
🔗 openinterpreter.com
⭐ 37,402 -
thudm/ChatGLM-6B
ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型
⭐ 37,146 -
laion-ai/Open-Assistant
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
🔗 open-assistant.io
⭐ 36,115 -
hpcaitech/ColossalAI
Making large AI models cheaper, faster and more accessible
🔗 www.colossalai.org
⭐ 36,093 -
moymix/TaskMatrix
Connects ChatGPT and a series of Visual Foundation Models to enable sending and receiving images during chatting.
⭐ 34,397 -
geekan/MetaGPT
🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo
🔗 deepwisdom.ai
⭐ 33,271 -
oobabooga/text-generation-webui
A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
⭐ 31,018 -
lm-sys/FastChat
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
⭐ 30,941 -
karpathy/nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
⭐ 28,200 -
tatsu-lab/stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
🔗 crfm.stanford.edu/2023/03/13/alpaca.html
⭐ 28,052 -
jerryjliu/llama_index
LlamaIndex (formerly GPT Index) is a data framework for your LLM applications
🔗 docs.llamaindex.ai
⭐ 26,670 -
vision-cair/MiniGPT-4
Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)
🔗 minigpt-4.github.io
⭐ 24,222 -
microsoft/JARVIS
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
⭐ 22,433 -
pythagora-io/gpt-pilot
Dev tool that writes scalable apps from scratch while the developer oversees the implementation
⭐ 20,513 -
openai/gpt-2
Code for the paper "Language Models are Unsupervised Multitask Learners"
🔗 openai.com/blog/better-language-models
⭐ 20,469 -
openai/chatgpt-retrieval-plugin
The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.
⭐ 20,419 -
microsoft/autogen
Enable Next-Gen Large Language Model Applications. Join our Discord: https://discord.gg/pAbnFJrkgZ
🔗 microsoft.github.io/autogen
⭐ 19,646 -
yoheinakajima/babyagi
GPT-4 powered task-driven autonomous agent
⭐ 18,298 -
tloen/alpaca-lora
Instruct-tune LLaMA on consumer hardware
⭐ 17,713 -
karpathy/minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
⭐ 17,452 -
rasahq/rasa
💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
🔗 rasa.com/docs/rasa
⭐ 17,448 -
microsoft/semantic-kernel
Integrate cutting-edge LLM technology quickly and easily into your apps
🔗 aka.ms/semantic-kernel
⭐ 16,027 -
guidance-ai/guidance
A guidance language for controlling large language models.
⭐ 15,711 -
mlc-ai/mlc-llm
Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.
🔗 llm.mlc.ai/docs
⭐ 15,117 -
thudm/ChatGLM2-6B
ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型
⭐ 14,854 -
logspace-ai/langflow
⛓️ Langflow is a UI for LangChain, designed with react-flow to provide an effortless way to experiment and prototype flows.
🔗 www.langflow.org
⭐ 14,139 -
mayooear/gpt4-pdf-chatbot-langchain
GPT4 & LangChain Chatbot for large PDF docs
🔗 www.youtube.com/watch?v=ih9pbgvvoo4
⭐ 14,031 -
karpathy/llama2.c
Inference Llama 2 in one file of pure C
⭐ 13,860 -
fauxpilot/fauxpilot
FauxPilot - an open-source alternative to GitHub Copilot server
⭐ 13,782 -
transformeroptimus/SuperAGI
<⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.
🔗 superagi.com
⭐ 13,487 -
vllm-project/vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
🔗 docs.vllm.ai
⭐ 13,183 -
openai/evals
Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
⭐ 12,985 -
haotian-liu/LLaVA
[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
🔗 llava.hliu.cc
⭐ 12,398 -
deepset-ai/haystack
🔍 LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conv...
🔗 haystack.deepset.ai
⭐ 12,318 -
idea-research/Grounded-Segment-Anything
Grounded-SAM: Marrying Grounding-DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything
⭐ 12,205 -
huggingface/peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
🔗 huggingface.co/docs/peft
⭐ 12,040 -
facebookresearch/codellama
Inference code for CodeLlama models
⭐ 11,969 -
openlmlab/MOSS
An open-source tool-augmented conversational language model from Fudan University
🔗 txsun1997.github.io/blogs/moss.html
⭐ 11,710 -
smol-ai/developer
the first library to let you embed a developer agent in your own app!
🔗 twitter.com/smolmodels
⭐ 11,435 -
paddlepaddle/PaddleNLP
👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.
🔗 paddlenlp.readthedocs.io
⭐ 10,831 -
databrickslabs/dolly
Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform
🔗 www.databricks.com/blog/2023/03/24/hello-dolly-democratizing-magic-chatgpt-open-models.html
⭐ 10,687 -
blinkdl/RWKV-LM
RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.
⭐ 10,652 -
hiyouga/LLaMA-Factory
Easy-to-use LLM fine-tuning framework (LLaMA, BLOOM, Mistral, Baichuan, Qwen, ChatGLM)
⭐ 9,674 -
hiyouga/LLaMA-Factory
Easy-to-use LLM fine-tuning framework (LLaMA, BLOOM, Mistral, Baichuan, Qwen, ChatGLM)
⭐ 9,674 -
h2oai/h2ogpt
Private Q&A and summarization of documents+images or chat with local GPT, 100% private, Apache 2.0. Supports Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://codellama.h2o.ai/
🔗 h2o.ai
⭐ 9,412 -
blinkdl/ChatRWKV
ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.
⭐ 9,013 -
shishirpatil/gorilla
Gorilla: An API store for LLMs
🔗 gorilla.cs.berkeley.edu
⭐ 8,848 -
artidoro/qlora
QLoRA: Efficient Finetuning of Quantized LLMs
🔗 arxiv.org/abs/2305.14314
⭐ 8,702 -
mlc-ai/web-llm
Bringing large-language models and chat to web browsers. Everything runs inside the browser with no server support.
🔗 mlc.ai/web-llm
⭐ 8,186 -
eleutherai/gpt-neo
An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.
🔗 www.eleuther.ai
⭐ 8,070 -
microsoft/LoRA
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
🔗 arxiv.org/abs/2106.09685
⭐ 7,851 -
optimalscale/LMFlow
An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
🔗 optimalscale.github.io/lmflow
⭐ 7,551 -
nvidia/Megatron-LM
Ongoing research training transformer models at scale
⭐ 7,504 -
thudm/CodeGeeX
CodeGeeX: An Open Multilingual Code Generation Model (KDD 2023)
🔗 codegeex.cn
⭐ 7,468 -
thudm/GLM-130B
GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)
⭐ 7,447 -
lianjiatech/BELLE
BELLE: Be Everyone's Large Language model Engine(开源中文对话大模型)
⭐ 7,155 -
microsoft/promptflow
Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.
🔗 microsoft.github.io/promptflow
⭐ 7,088 -
embedchain/embedchain
The Open Source RAG framework
🔗 docs.embedchain.ai
⭐ 7,058 -
lvwerra/trl
Train transformer language models with reinforcement learning.
🔗 hf.co/docs/trl
⭐ 7,051 -
openlm-research/open_llama
OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset
⭐ 7,006 -
bigcode-project/starcoder
Home of StarCoder: fine-tuning & inference!
⭐ 6,776 -
mistralai/mistral-src
Reference implementation of Mistral AI 7B v0.1 model.
🔗 mistral.ai
⭐ 6,753 -
plachtaa/VALL-E-X
An open source implementation of Microsoft's VALL-E X zero-shot TTS model. Demo is available in https://plachtaa.github.io
⭐ 6,692 -
huggingface/text-generation-inference
Large Language Model Text Generation Inference
🔗 hf.co/docs/text-generation-inference
⭐ 6,605 -
sweepai/sweep
Sweep: AI-powered Junior Developer for small features and bug fixes.
🔗 sweep.dev
⭐ 6,595 -
facebookresearch/llama-recipes
Examples and recipes for Llama 2 model
⭐ 6,547 -
assafelovic/gpt-researcher
GPT based autonomous agent that does online comprehensive research on any given topic
🔗 tavily.com
⭐ 6,496 -
apple/ml-ferret
Ferret: Refer and Ground Anything Anywhere at Any Granularity
⭐ 6,445 -
bhaskatripathi/pdfGPT
PDF GPT allows you to chat with the contents of your PDF file by using GPT capabilities. The most effective open source solution to turn your pdf files in a chatbot!
🔗 bhaskartripathi-pdfgpt-turbo.hf.space
⭐ 6,422 -
joaomdmoura/crewAI
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
🔗 crewai.io
⭐ 6,350 -
eleutherai/gpt-neox
An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.
⭐ 6,319 -
sjtu-ipads/PowerInfer
High-speed Large Language Model Serving on PCs with Consumer-grade GPUs
⭐ 6,237 -
nat/openplayground
An LLM playground you can run on your laptop
⭐ 5,904 -
zilliztech/GPTCache
Semantic cache for LLMs. Fully integrated with LangChain and llama_index.
🔗 gptcache.readthedocs.io
⭐ 5,883 -
mit-han-lab/streaming-llm
Efficient Streaming Language Models with Attention Sinks
🔗 arxiv.org/abs/2309.17453
⭐ 5,807 -
lightning-ai/lit-llama
Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
⭐ 5,520 -
jzhang38/TinyLlama
The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.
⭐ 5,287 -
run-llama/rags
Build ChatGPT over your data, all with natural language
⭐ 5,280 -
dsdanielpark/Bard-API
The unofficial python package that returns response of Google Bard through cookie value.
🔗 pypi.org/project/bardapi
⭐ 5,245 -
langchain-ai/opengpts
An open source effort to create a similar experience to OpenAI's GPTs and Assistants API.
⭐ 5,104 -
abetlen/llama-cpp-python
Python bindings for llama.cpp
🔗 llama-cpp-python.readthedocs.io
⭐ 5,097 -
vaibhavs10/insanely-fast-whisper
An opinionated CLI to transcribe Audio files w/ Whisper on-device! Powered by 🤗 Transformers, Optimum & flash-attn
⭐ 5,030 -
skypilot-org/skypilot
SkyPilot: Run LLMs, AI, and Batch jobs on any cloud. Get maximum savings, highest GPU availability, and managed execution—all with a simple interface.
🔗 skypilot.readthedocs.io
⭐ 4,870 -
lightning-ai/lit-gpt
Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
⭐ 4,759 -
stanfordnlp/dspy
Stanford DSPy: The framework for programming—not prompting—foundation models
⭐ 4,712 -
minedojo/Voyager
An Open-Ended Embodied Agent with Large Language Models
🔗 voyager.minedojo.org
⭐ 4,708 -
pytorch-labs/gpt-fast
Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
⭐ 4,442 -
berriai/litellm
Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate (100+ LLMs)
🔗 litellm-api.up.railway.app
⭐ 4,435 -
microsoft/promptbase
All things prompt engineering
⭐ 4,433 -
chainlit/chainlit
Build Python LLM apps in minutes ⚡️
🔗 docs.chainlit.io
⭐ 4,315 -
langchain-ai/chat-langchain
Locally hosted chatbot specifically focused on question answering over the LangChain documentation
🔗 chat.langchain.com
⭐ 4,229 -
microsoft/BioGPT
microsoft/BioGPT
⭐ 4,169 -
togethercomputer/RedPajama-Data
The RedPajama-Data repository contains code for preparing large datasets for training large language models.
⭐ 4,058 -
openbmb/ToolBench
An open platform for training, serving, and evaluating large language model for tool learning.
🔗 openbmb.github.io/toolbench
⭐ 3,959 -
ravenscroftj/turbopilot
Turbopilot is an open source large-language-model based code completion engine that runs locally on CPU
⭐ 3,842 -
kyegomez/tree-of-thoughts
Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%
🔗 discord.gg/qutxnk2nmf
⭐ 3,761 -
instruction-tuning-with-gpt-4/GPT-4-LLM
Instruction Tuning with GPT-4
🔗 instruction-tuning-with-gpt-4.github.io
⭐ 3,721 -
eleutherai/lm-evaluation-harness
A framework for few-shot evaluation of language models.
🔗 www.eleuther.ai
⭐ 3,589 -
mmabrouk/llm-workflow-engine
Power CLI and Workflow manager for LLMs (core package)
⭐ 3,541 -
yizhongw/self-instruct
Aligning pretrained language models with instruction data generated by themselves.
⭐ 3,459 -
1rgs/jsonformer
A Bulletproof Way to Generate Structured JSON from Language Models
⭐ 3,448 -
whitead/paper-qa
LLM Chain for answering questions from documents with citations
⭐ 3,383 -
minimaxir/gpt-2-simple
Python package to easily retrain OpenAI's GPT-2 text-generating model on new texts
⭐ 3,358 -
luodian/Otter
🦦 Otter, a multi-modal model based on OpenFlamingo (open-sourced version of DeepMind's Flamingo), trained on MIMIC-IT and showcasing improved instruction-following and in-context learning ability.
🔗 otter-ntu.github.io
⭐ 3,311 -
minimaxir/simpleaichat
Python package for easily interfacing with chat apps, with robust features and minimal code complexity.
⭐ 3,227 -
mnotgod96/AppAgent
AppAgent: Multimodal Agents as Smartphone Users, an LLM-based multimodal agent framework designed to operate smartphone apps.
🔗 appagent-official.github.io
⭐ 3,223 -
h2oai/h2o-llmstudio
H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://h2oai.github.io/h2o-llmstudio/
🔗 gpt-gm.h2o.ai
⭐ 3,215 -
deep-diver/LLM-As-Chatbot
LLM as a Chatbot Service
⭐ 3,161 -
eth-sri/lmql
A language for constraint-guided and efficient LLM programming.
🔗 lmql.ai
⭐ 2,903 -
baichuan-inc/Baichuan-13B
A 13B large language model developed by Baichuan Intelligent Technology
🔗 huggingface.co/baichuan-inc/baichuan-13b-chat
⭐ 2,867 -
microsoft/LMOps
General technology for enabling AI capabilities w/ LLMs and MLLMs
🔗 aka.ms/generalai
⭐ 2,828 -
nvidia/NeMo-Guardrails
NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.
⭐ 2,823 -
iryna-kondr/scikit-llm
Seamlessly integrate LLMs into scikit-learn.
🔗 beastbyte.ai
⭐ 2,820 -
microsoft/torchscale
Foundation Architecture for (M)LLMs
🔗 aka.ms/generalai
⭐ 2,793 -
freedomintelligence/LLMZoo
⚡LLM Zoo is a project that provides data, models, and evaluation benchmark for large language models.⚡
⭐ 2,786 -
mshumer/gpt-llm-trainer
Input a description of your task, and the system will generate a dataset, parse it, and fine-tune a LLaMA 2 model for you
⭐ 2,739 -
juncongmoo/pyllama
LLaMA: Open and Efficient Foundation Language Models
⭐ 2,732 -
guardrails-ai/guardrails
Adding guardrails to large language models.
🔗 docs.guardrailsai.com
⭐ 2,693 -
paperswithcode/galai
Model API for GALACTICA
⭐ 2,613 -
next-gpt/NExT-GPT
Code and models for NExT-GPT: Any-to-Any Multimodal Large Language Model
🔗 next-gpt.github.io
⭐ 2,579 -
ofa-sys/OFA
Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework
⭐ 2,235 -
li-plus/chatglm.cpp
C++ implementation of ChatGLM-6B & ChatGLM2-6B & ChatGLM3 & more LLMs
⭐ 2,154 -
civitai/sd_civitai_extension
All of the Civitai models inside Automatic 1111 Stable Diffusion Web UI
⭐ 2,139 -
hegelai/prompttools
Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).
🔗 prompttools.readthedocs.io
⭐ 2,100 -
young-geng/EasyLM
Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.
⭐ 2,093 -
alpha-vllm/LLaMA2-Accessory
An Open-source Toolkit for LLM Development
🔗 llama2-accessory.readthedocs.io
⭐ 2,054 -
openai/finetune-transformer-lm
Code and model for the paper "Improving Language Understanding by Generative Pre-Training"
🔗 s3-us-west-2.amazonaws.com/openai-assets/research-covers/language-unsupervised/language_understanding_paper.pdf
⭐ 1,996 -
openai/image-gpt
Archived. Code and models from the paper "Generative Pretraining from Pixels"
⭐ 1,978 -
defog-ai/sqlcoder
SoTA LLM for converting natural language questions to SQL queries
⭐ 1,962 -
microsoft/LLMLingua
To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.
🔗 llmlingua.com
⭐ 1,887 -
openai/gpt-2-output-dataset
Dataset of GPT-2 outputs for research in detection, biases, and more
⭐ 1,844 -
minimaxir/aitextgen
A robust Python tool for text-based AI training and generation using GPT-2.
🔗 docs.aitextgen.io
⭐ 1,824 -
lucidrains/toolformer-pytorch
Implementation of Toolformer, Language Models That Can Use Tools, by MetaAI
⭐ 1,802 -
tairov/llama2.mojo
Inference Llama 2 in one file of pure 🔥
🔗 www.modular.com/blog/community-spotlight-how-i-built-llama2-by-aydyn-tairov
⭐ 1,773 -
neulab/prompt2model
prompt2model - Generate Deployable Models from Natural Language Instructions
⭐ 1,768 -
llmware-ai/llmware
Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.
🔗 pypi.org/project/llmware
⭐ 1,744 -
noahshinn/reflexion
[NeurIPS 2023] Reflexion: Language Agents with Verbal Reinforcement Learning
⭐ 1,697 -
spcl/graph-of-thoughts
Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"
🔗 arxiv.org/pdf/2308.09687.pdf
⭐ 1,675 -
openai/gpt-discord-bot
Example Discord bot written in Python that uses the completions API to have conversations with thetext-davinci-003
model, and the moderations API to filter the messages.
⭐ 1,636 -
weaviate/Verba
Retrieval Augmented Generation (RAG) chatbot powered by Weaviate
⭐ 1,585 -
pathwaycom/llm-app
LLM App is a production framework for building and serving AI applications and LLM-enabled real-time data pipelines.
🔗 pathway.com/developers/showcases/llm-app-pathway
⭐ 1,568 -
ist-daslab/gptq
Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".
🔗 arxiv.org/abs/2210.17323
⭐ 1,533 -
huggingface/text-embeddings-inference
A blazing fast inference solution for text embeddings models
🔗 huggingface.co/docs/text-embeddings-inference/quick_tour
⭐ 1,520 -
cheshire-cat-ai/core
Production ready AI assistant framework
🔗 cheshirecat.ai
⭐ 1,490 -
cg123/mergekit
Tools for merging pretrained large language models.
⭐ 1,458 -
jina-ai/thinkgpt
Agent techniques to augment your LLM and push it beyong its limits
⭐ 1,420 -
cstankonrad/long_llama
LongLLaMA is a large language model capable of handling long contexts. It is based on OpenLLaMA and fine-tuned with the Focused Transformer (FoT) method.
⭐ 1,381 -
microsoft/Megatron-DeepSpeed
Ongoing research training transformer language models at scale, including: BERT & GPT-2
⭐ 1,353 -
farizrahman4u/loopgpt
Modular Auto-GPT Framework
⭐ 1,339 -
explosion/spacy-transformers
🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
🔗 spacy.io/usage/embeddings-transformers
⭐ 1,306 -
epfllm/meditron
Meditron is a suite of open-source medical Large Language Models (LLMs).
🔗 huggingface.co/epfl-llm
⭐ 1,291 -
ray-project/llm-applications
A comprehensive guide to building RAG-based LLM applications for production.
⭐ 1,207 -
run-llama/llama-lab
Llama Lab is a repo dedicated to building cutting-edge projects using LlamaIndex
⭐ 1,149 -
srush/MiniChain
A tiny library for coding with large language models.
🔗 srush-minichain.hf.space
⭐ 1,148 -
bigscience-workshop/Megatron-DeepSpeed
Ongoing research training transformer language models at scale, including: BERT & GPT-2
⭐ 1,144 -
chatarena/chatarena
ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.
🔗 www.chatarena.org
⭐ 1,127 -
truera/trulens
Evaluation and Tracking for LLM Experiments
🔗 www.trulens.org
⭐ 1,042 -
ibm/Dromedary
Dromedary: towards helpful, ethical and reliable LLMs.
⭐ 1,038 -
nomic-ai/pygpt4all
Official supported Python bindings for llama.cpp + gpt4all
🔗 nomic-ai.github.io/pygpt4all
⭐ 1,019 -
rlancemartin/auto-evaluator
Evaluation tool for LLM QA chains
🔗 autoevaluator.langchain.com
⭐ 982 -
lupantech/chameleon-llm
Codes for "Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models".
🔗 chameleon-llm.github.io
⭐ 968 -
ctlllll/LLM-ToolMaker
Large Language Models as Tool Makers
⭐ 961 -
ray-project/ray-llm
RayLLM - LLMs on Ray
🔗 aviary.anyscale.com
⭐ 949 -
akariasai/self-rag
This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi.
🔗 selfrag.github.io
⭐ 946 -
microsoft/Llama-2-Onnx
A Microsoft optimized version of the Llama 2 model, available from Meta
⭐ 924 -
ajndkr/lanarky
The web framework for building LLM microservices
🔗 lanarky.ajndkr.com
⭐ 900 -
linksoul-ai/AutoAgents
Generate different roles for GPTs to form a collaborative entity for complex tasks.
🔗 huggingface.co/spaces/linksoul/autoagents
⭐ 889 -
keirp/automatic_prompt_engineer
Large Language Models Are Human-Level Prompt Engineers
⭐ 860 -
hao-ai-lab/LookaheadDecoding
Break the Sequential Dependency of LLM Inference Using Lookahead Decoding
⭐ 802 -
explosion/spacy-llm
🦙 Integrating LLMs into structured NLP pipelines
🔗 spacy.io/usage/large-language-models
⭐ 780 -
muennighoff/sgpt
SGPT: GPT Sentence Embeddings for Semantic Search
🔗 arxiv.org/abs/2202.08904
⭐ 761 -
oliveirabruno01/babyagi-asi
BabyAGI: an Autonomous and Self-Improving agent, or BASI
⭐ 733 -
salesforce/xgen
Salesforce open-source LLMs with 8k sequence length.
⭐ 695 -
opengenerativeai/GenossGPT
One API for all LLMs either Private or Public (Anthropic, Llama V2, GPT 3.5/4, Vertex, GPT4ALL, HuggingFace ...) 🌈🐂 Replace OpenAI GPT with any LLMs in your app with one line.
🔗 genoss.ai
⭐ 682 -
predibase/lorax
Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
🔗 predibase.github.io/lorax
⭐ 671 -
agenta-ai/agenta
The all-in-one LLMOps platform: prompt management, evaluation, human feedback, and deployment all in one place.
🔗 www.agenta.ai
⭐ 623 -
hazyresearch/ama_prompting
Ask Me Anything language model prompting
⭐ 522 -
continuum-llms/chatgpt-memory
Allows to scale the ChatGPT API to multiple simultaneous sessions with infinite contextual and adaptive memory powered by GPT and Redis datastore.
⭐ 508
Maths and science libraries.
-
numpy/numpy
The fundamental package for scientific computing with Python.
🔗 numpy.org
⭐ 25,443 -
scipy/scipy
SciPy library main repository
🔗 scipy.org
⭐ 12,076 -
sympy/sympy
A computer algebra system written in pure Python
🔗 sympy.org
⭐ 11,751 -
mckinsey/causalnex
A Python library that helps data scientists to infer causation rather than observing correlation.
🔗 causalnex.readthedocs.io
⭐ 2,070 -
pyomo/pyomo
An object-oriented algebraic modeling language in Python for structured optimization problems.
🔗 www.pyomo.org
⭐ 1,749 -
facebookresearch/theseus
A library for differentiable nonlinear optimization
⭐ 1,523 -
google-research/torchsde
Differentiable SDE solvers with GPU support and efficient sensitivity analysis.
⭐ 1,415 -
dynamicslab/pysindy
A package for the sparse identification of nonlinear dynamical systems from data
🔗 pysindy.readthedocs.io/en/latest
⭐ 1,176 -
google-deepmind/alphageometry
Solving Olympiad Geometry without Human Demonstrations
⭐ 1,134 -
geomstats/geomstats
Computations and statistics on manifolds with geometric structures.
🔗 geomstats.ai
⭐ 1,108 -
sj001/AI-Feynman
Implementation of AI Feynman: a Physics-Inspired Method for Symbolic Regression
⭐ 567
General and classical machine learning libraries. See below for other sections covering specialised ML areas.
-
scikit-learn/scikit-learn
scikit-learn: machine learning in Python
🔗 scikit-learn.org
⭐ 57,045 -
openai/openai-cookbook
Examples and guides for using the OpenAI API
🔗 cookbook.openai.com
⭐ 53,007 -
tencentarc/GFPGAN
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
⭐ 33,415 -
google-research/google-research
Google Research
🔗 research.google
⭐ 31,889 -
suno-ai/bark
🔊 Text-Prompted Generative Audio Model
⭐ 29,862 -
open-mmlab/mmdetection
OpenMMLab Detection Toolbox and Benchmark
🔗 mmdetection.readthedocs.io
⭐ 26,744 -
google/jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
🔗 jax.readthedocs.io
⭐ 26,282 -
ageron/handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
⭐ 26,281 -
facebookresearch/faiss
A library for efficient similarity search and clustering of dense vectors.
🔗 faiss.ai
⭐ 26,250 -
dmlc/xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
🔗 xgboost.readthedocs.io/en/stable
⭐ 25,204 -
lutzroeder/netron
Visualizer for neural network, deep learning and machine learning models
🔗 netron.app
⭐ 25,153 -
google/mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
🔗 mediapipe.dev
⭐ 24,416 -
harisiqbal88/PlotNeuralNet
Latex code for making neural networks diagrams
⭐ 20,540 -
jina-ai/jina
☁️ Build multimodal AI applications with cloud-native stack
🔗 docs.jina.ai
⭐ 19,552 -
onnx/onnx
Open standard for machine learning interoperability
🔗 onnx.ai
⭐ 16,209 -
microsoft/LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
🔗 lightgbm.readthedocs.io/en/latest
⭐ 15,787 -
tensorflow/tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
⭐ 14,478 -
ddbourgin/numpy-ml
Machine learning, in numpy
🔗 numpy-ml.readthedocs.io
⭐ 14,370 -
aleju/imgaug
Image augmentation for machine learning experiments.
🔗 imgaug.readthedocs.io
⭐ 13,972 -
microsoft/nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
🔗 nni.readthedocs.io
⭐ 13,495 -
jindongwang/transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
🔗 transferlearning.xyz
⭐ 12,474 -
deepmind/deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
⭐ 12,418 -
spotify/annoy
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
⭐ 12,337 -
microsoft/Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
🔗 arxiv.org/abs/2103.14030
⭐ 12,319 -
microsoft/onnxruntime
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
🔗 onnxruntime.ai
⭐ 11,513 -
ml-explore/mlx
MLX: An array framework for Apple silicon
⭐ 11,499 -
neonbjb/tortoise-tts
A multi-voice TTS system trained with an emphasis on quality
⭐ 10,615 -
facebookresearch/AnimatedDrawings
Code to accompany "A Method for Animating Children's Drawings of the Human Figure"
⭐ 9,893 -
twitter/the-algorithm-ml
Source code for Twitter's Recommendation Algorithm
🔗 blog.twitter.com/engineering/en_us/topics/open-source/2023/twitter-recommendation-algorithm
⭐ 9,797 -
epistasislab/tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
🔗 epistasislab.github.io/tpot
⭐ 9,381 -
statsmodels/statsmodels
Statsmodels: statistical modeling and econometrics in Python
🔗 www.statsmodels.org/devel
⭐ 9,210 -
optuna/optuna
A hyperparameter optimization framework
🔗 optuna.org
⭐ 9,124 -
megvii-basedetection/YOLOX
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
⭐ 8,778 -
roboflow/supervision
We write your reusable computer vision tools. 💜
🔗 supervision.roboflow.com
⭐ 8,600 -
ggerganov/ggml
Tensor library for machine learning
⭐ 8,536 -
pycaret/pycaret
An open-source, low-code machine learning library in Python
🔗 www.pycaret.org
⭐ 8,084 -
pymc-devs/pymc
Bayesian Modeling and Probabilistic Programming in Python
🔗 docs.pymc.io
⭐ 7,970 -
uberi/speech_recognition
Speech recognition module for Python, supporting several engines and APIs, online and offline.
🔗 pypi.python.org/pypi/speechrecognition
⭐ 7,796 -
wandb/wandb
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
🔗 wandb.ai
⭐ 7,706 -
cleanlab/cleanlab
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
🔗 cleanlab.ai
⭐ 7,697 -
catboost/catboost
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
🔗 catboost.ai
⭐ 7,539 -
automl/auto-sklearn
Automated Machine Learning with scikit-learn
🔗 automl.github.io/auto-sklearn
⭐ 7,287 -
hyperopt/hyperopt
Distributed Asynchronous Hyperparameter Optimization in Python
🔗 hyperopt.github.io/hyperopt
⭐ 6,976 -
open-mmlab/mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
🔗 mmsegmentation.readthedocs.io/en/latest
⭐ 6,943 -
featurelabs/featuretools
An open source python library for automated feature engineering
🔗 www.featuretools.com
⭐ 6,933 -
facebookresearch/xformers
Hackable and optimized Transformers building blocks, supporting a composable construction.
🔗 facebookresearch.github.io/xformers
⭐ 6,815 -
awslabs/autogluon
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
🔗 auto.gluon.ai
⭐ 6,696 -
lmcinnes/umap
Uniform Manifold Approximation and Projection
⭐ 6,678 -
hips/autograd
Efficiently computes derivatives of numpy code.
⭐ 6,644 -
scikit-learn-contrib/imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
🔗 imbalanced-learn.org
⭐ 6,603 -
py-why/dowhy
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
🔗 www.pywhy.org/dowhy
⭐ 6,454 -
huggingface/accelerate
🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
🔗 huggingface.co/docs/accelerate
⭐ 6,340 -
open-mmlab/mmagic
OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.
🔗 mmagic.readthedocs.io/en/latest
⭐ 6,233 -
nicolashug/Surprise
A Python scikit for building and analyzing recommender systems
🔗 surpriselib.com
⭐ 6,098 -
probml/pyprobml
Python code for "Probabilistic Machine learning" book by Kevin Murphy
⭐ 6,092 -
cleverhans-lab/cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
⭐ 6,000 -
kevinmusgrave/pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
🔗 kevinmusgrave.github.io/pytorch-metric-learning
⭐ 5,618 -
open-mmlab/mmcv
OpenMMLab Computer Vision Foundation
🔗 mmcv.readthedocs.io/en/latest
⭐ 5,409 -
mdbloice/Augmentor
Image augmentation library in Python for machine learning.
🔗 augmentor.readthedocs.io/en/stable
⭐ 4,997 -
project-monai/MONAI
AI Toolkit for Healthcare Imaging
🔗 monai.io
⭐ 4,983 -
rasbt/mlxtend
A library of extension and helper modules for Python's data analysis and machine learning libraries.
🔗 rasbt.github.io/mlxtend
⭐ 4,676 -
online-ml/river
🌊 Online machine learning in Python
🔗 riverml.xyz
⭐ 4,605 -
uber/causalml
Uplift modeling and causal inference with machine learning algorithms
⭐ 4,514 -
lucidrains/deep-daze
Simple command line tool for text to image generation using OpenAI's CLIP and Siren (Implicit neural representation network). Technique was originally created by https://twitter.com/advadnoun
⭐ 4,378 -
districtdatalabs/yellowbrick
Visual analysis and diagnostic tools to facilitate machine learning model selection.
🔗 www.scikit-yb.org
⭐ 4,142 -
nv-tlabs/GET3D
Generative Model of High Quality 3D Textured Shapes Learned from Images
⭐ 4,002 -
skvark/opencv-python
Automated CI toolchain to produce precompiled opencv-python, opencv-python-headless, opencv-contrib-python and opencv-contrib-python-headless packages.
🔗 pypi.org/project/opencv-python
⭐ 3,923 -
apple/coremltools
Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.
🔗 coremltools.readme.io
⭐ 3,860 -
marqo-ai/marqo
Vector search for humans. Also available on cloud - cloud.marqo.ai
🔗 www.marqo.ai
⭐ 3,856 -
sanchit-gandhi/whisper-jax
JAX implementation of OpenAI's Whisper model for up to 70x speed-up on TPU.
⭐ 3,813 -
nmslib/hnswlib
Header-only C++/python library for fast approximate nearest neighbors
🔗 github.com/nmslib/hnswlib
⭐ 3,773 -
cmusphinx/pocketsphinx
A small speech recognizer
⭐ 3,636 -
ourownstory/neural_prophet
NeuralProphet: A simple forecasting package
🔗 neuralprophet.com
⭐ 3,494 -
microsoft/FLAML
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
🔗 microsoft.github.io/flaml
⭐ 3,493 -
py-why/EconML
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to brin...
🔗 www.microsoft.com/en-us/research/project/alice
⭐ 3,385 -
thudm/CogVideo
Text-to-video generation. The repo for ICLR2023 paper "CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers"
⭐ 3,339 -
google-deepmind/graphcast
GraphCast: Learning skillful medium-range global weather forecasting
⭐ 3,312 -
facebookresearch/vissl
VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
🔗 vissl.ai
⭐ 3,180 -
pytorch/glow
Compiler for Neural Network hardware accelerators
⭐ 3,085 -
rucaibox/RecBole
A unified, comprehensive and efficient recommendation library
🔗 recbole.io
⭐ 3,022 -
huggingface/notebooks
Notebooks using the Hugging Face libraries 🤗
⭐ 3,012 -
hrnet/HRNet-Semantic-Segmentation
The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919
⭐ 3,006 -
lucidrains/musiclm-pytorch
Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch
⭐ 2,873 -
mljar/mljar-supervised
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
🔗 mljar.com
⭐ 2,858 -
teamhg-memex/eli5
A library for debugging/inspecting machine learning classifiers and explaining their predictions
🔗 eli5.readthedocs.io
⭐ 2,705 -
scikit-optimize/scikit-optimize
Sequential model-based optimization with ascipy.optimize
interface
🔗 scikit-optimize.github.io
⭐ 2,700 -
lightly-ai/lightly
A python library for self-supervised learning on images.
🔗 docs.lightly.ai/self-supervised-learning
⭐ 2,654 -
zjunlp/DeepKE
An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.
🔗 deepke.zjukg.cn
⭐ 2,653 -
huggingface/autotrain-advanced
🤗 AutoTrain Advanced
🔗 huggingface.co/autotrain
⭐ 2,629 -
scikit-learn-contrib/hdbscan
A high performance implementation of HDBSCAN clustering.
🔗 hdbscan.readthedocs.io/en/latest
⭐ 2,600 -
maif/shapash
🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models
🔗 maif.github.io/shapash
⭐ 2,555 -
apple/ml-ane-transformers
Reference implementation of the Transformer architecture optimized for Apple Neural Engine (ANE)
⭐ 2,416 -
shankarpandala/lazypredict
Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning
⭐ 2,347 -
scikit-learn-contrib/category_encoders
A library of sklearn compatible categorical variable encoders
🔗 contrib.scikit-learn.org/category_encoders
⭐ 2,322 -
google-research/t5x
google-research/t5x
⭐ 2,278 -
freedmand/semantra
Multi-tool for semantic search
⭐ 2,152 -
aws/sagemaker-python-sdk
A library for training and deploying machine learning models on Amazon SageMaker
🔗 sagemaker.readthedocs.io
⭐ 1,995 -
rom1504/clip-retrieval
Easily compute clip embeddings and build a clip retrieval system with them
🔗 rom1504.github.io/clip-retrieval
⭐ 1,917 -
huggingface/optimum
🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools
🔗 huggingface.co/docs/optimum/main
⭐ 1,879 -
rentruewang/koila
Prevent PyTorch'sCUDA error: out of memory
in just 1 line of code.
🔗 rentruewang.github.io/koila
⭐ 1,804 -
contextlab/hypertools
A Python toolbox for gaining geometric insights into high-dimensional data
🔗 hypertools.readthedocs.io/en/latest
⭐ 1,796 -
linkedin/greykite
A flexible, intuitive and fast forecasting library
⭐ 1,765 -
bmabey/pyLDAvis
Python library for interactive topic model visualization. Port of the R LDAvis package.
⭐ 1,756 -
scikit-learn-contrib/lightning
Large-scale linear classification, regression and ranking in Python
🔗 contrib.scikit-learn.org/lightning
⭐ 1,695 -
tensorflow/addons
Useful extra functionality for TensorFlow 2.x maintained by SIG-addons
⭐ 1,680 -
huggingface/evaluate
🤗 Evaluate: A library for easily evaluating machine learning models and datasets.
🔗 huggingface.co/docs/evaluate
⭐ 1,673 -
microsoft/i-Code
The ambition of the i-Code project is to build integrative and composable multimodal AI. The "i" stands for integrative multimodal learning.
⭐ 1,551 -
huggingface/huggingface_hub
The official Python client for the Huggingface Hub.
🔗 huggingface.co/docs/huggingface_hub
⭐ 1,449 -
jina-ai/finetuner
🎯 Task-oriented embedding tuning for BERT, CLIP, etc.
🔗 finetuner.jina.ai
⭐ 1,373 -
scikit-learn-contrib/metric-learn
Metric learning algorithms in Python
🔗 contrib.scikit-learn.org/metric-learn
⭐ 1,358 -
visual-layer/fastdup
fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data operations costs at an unparalleled scale.
⭐ 1,302 -
castorini/pyserini
Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.
🔗 pyserini.io
⭐ 1,269 -
borealisai/advertorch
A Toolbox for Adversarial Robustness Research
⭐ 1,243 -
laekov/fastmoe
A fast MoE impl for PyTorch
🔗 fastmoe.ai
⭐ 1,240 -
csinva/imodels
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
🔗 csinva.io/imodels
⭐ 1,237 -
awslabs/dgl-ke
High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.
🔗 dglke.dgl.ai/doc
⭐ 1,202 -
googlecloudplatform/vertex-ai-samples
Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud
🔗 cloud.google.com/vertex-ai
⭐ 1,150 -
eric-mitchell/direct-preference-optimization
Reference implementation for DPO (Direct Preference Optimization)
⭐ 1,147 -
google/vizier
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
🔗 oss-vizier.readthedocs.io
⭐ 1,138 -
koaning/scikit-lego
Extra blocks for scikit-learn pipelines.
🔗 koaning.github.io/scikit-lego
⭐ 1,097 -
microsoft/Olive
Olive is an easy-to-use hardware-aware model optimization tool that composes industry-leading techniques across model compression, optimization, and compilation.
⭐ 1,064 -
microsoft/Semi-supervised-learning
A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
🔗 usb.readthedocs.io
⭐ 1,056 -
automl/TabPFN
Official implementation of the TabPFN paper (https://arxiv.org/abs/2207.01848) and the tabpfn package.
🔗 priorlabs.ai
⭐ 1,028 -
spotify/voyager
🛰️ Voyager is an approximate nearest-neighbor search library for Python and Java with a focus on ease of use, simplicity, and deployability.
🔗 spotify.github.io/voyager
⭐ 1,024 -
google-research/deeplab2
DeepLab2 is a TensorFlow library for deep labeling, aiming to provide a unified and state-of-the-art TensorFlow codebase for dense pixel labeling tasks.
⭐ 965 -
patchy631/machine-learning
Machine Learning Tutorials Repository
⭐ 918 -
dask/dask-ml
Scalable Machine Learning with Dask
🔗 ml.dask.org
⭐ 872 -
lmcinnes/pynndescent
A Python nearest neighbor descent for approximate nearest neighbors
⭐ 822 -
hazyresearch/safari
Convolutions for Sequence Modeling
⭐ 802 -
oml-team/open-metric-learning
Library for metric learning pipelines and models.
🔗 open-metric-learning.readthedocs.io/en/latest/index.html
⭐ 716 -
davidmrau/mixture-of-experts
PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538
⭐ 716 -
nvidia/cuda-python
CUDA Python Low-level Bindings
🔗 nvidia.github.io/cuda-python
⭐ 689 -
criteo/autofaiss
Automatically create Faiss knn indices with the most optimal similarity search parameters.
🔗 criteo.github.io/autofaiss
⭐ 684 -
facebookresearch/balance
The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to some target population of interest.
🔗 import-balance.org
⭐ 656 -
hpcaitech/EnergonAI
Large-scale model inference.
⭐ 629 -
awslabs/python-deequ
Python API for Deequ
⭐ 618 -
qdrant/quaterion
Blazing fast framework for fine-tuning similarity learning models
🔗 quaterion.qdrant.tech
⭐ 586 -
opentensor/bittensor
Internet-scale Neural Networks
🔗 www.bittensor.com
⭐ 575 -
nicolas-hbt/pygraft
Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips
🔗 pygraft.readthedocs.io/en/latest
⭐ 551 -
microsoft/Focal-Transformer
[NeurIPS 2021 Spotlight] Official code for "Focal Self-attention for Local-Global Interactions in Vision Transformers"
⭐ 534 -
nevronai/MetisFL
The first open Federated Learning framework implemented in C++ and Python.
🔗 metisfl.org
⭐ 528 -
replicate/replicate-python
Python client for Replicate
🔗 replicate.com
⭐ 512 -
qdrant/fastembed
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
🔗 qdrant.github.io/fastembed
⭐ 503 -
cvxgrp/pymde
Minimum-distortion embedding with PyTorch
🔗 pymde.org
⭐ 501
Machine learning libraries that cross over with deep learning in some way.
-
tensorflow/tensorflow
An Open Source Machine Learning Framework for Everyone
🔗 tensorflow.org
⭐ 179,925 -
pytorch/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
🔗 pytorch.org
⭐ 74,404 -
keras-team/keras
Deep Learning for humans
🔗 keras.io
⭐ 60,166 -
openai/whisper
Robust Speech Recognition via Large-Scale Weak Supervision
⭐ 54,165 -
deepfakes/faceswap
Deepfakes Software For All
🔗 www.faceswap.dev
⭐ 48,131 -
iperov/DeepFaceLab
DeepFaceLab is the leading software for creating deepfakes.
⭐ 44,089 -
facebookresearch/segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
⭐ 41,500 -
microsoft/DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
🔗 www.deepspeed.ai
⭐ 30,742 -
rwightman/pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
🔗 huggingface.co/docs/timm
⭐ 28,366 -
facebookresearch/detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
🔗 detectron2.readthedocs.io/en/latest
⭐ 27,792 -
facebookresearch/Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
⭐ 26,066 -
pytorchlightning/pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
🔗 lightning.ai
⭐ 25,642 -
xinntao/Real-ESRGAN
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
⭐ 24,620 -
matterport/Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
⭐ 23,803 -
paddlepaddle/Paddle
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)
🔗 www.paddlepaddle.org
⭐ 21,225 -
apache/mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
🔗 mxnet.apache.org
⭐ 20,667 -
openai/CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
⭐ 20,129 -
pyg-team/pytorch_geometric
Graph Neural Network Library for PyTorch
🔗 pyg.org
⭐ 19,351 -
lucidrains/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
⭐ 16,580 -
rasbt/deeplearning-models
A collection of various deep learning architectures, models, and tips
⭐ 16,133 -
sanster/lama-cleaner
Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powered by stable diffusion) any thing on your pictures.
🔗 lama-cleaner-docs.vercel.app
⭐ 14,764 -
albumentations-team/albumentations
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
🔗 albumentations.ai
⭐ 13,001 -
danielgatis/rembg
Rembg is a tool to remove images background
⭐ 12,793 -
dmlc/dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
🔗 dgl.ai
⭐ 12,638 -
facebookresearch/detr
End-to-End Object Detection with Transformers
⭐ 12,338 -
nvidia/DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
⭐ 12,049 -
keras-team/autokeras
AutoML library for deep learning
🔗 autokeras.com
⭐ 9,016 -
kornia/kornia
Geometric Computer Vision Library for SpatialAI
🔗 kornia.readthedocs.io
⭐ 9,004 -
pyro-ppl/pyro
Deep universal probabilistic programming with Python and PyTorch
🔗 pyro.ai
⭐ 8,243 -
facebookresearch/pytorch3d
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
🔗 pytorch3d.org
⭐ 7,977 -
google/trax
Trax — Deep Learning with Clear Code and Speed
⭐ 7,858 -
nvidia/apex
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
⭐ 7,797 -
lucidrains/imagen-pytorch
Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch
⭐ 7,563 -
arogozhnikov/einops
Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
🔗 einops.rocks
⭐ 7,548 -
facebookresearch/ImageBind
ImageBind One Embedding Space to Bind Them All
⭐ 7,541 -
xpixelgroup/BasicSR
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.
🔗 basicsr.readthedocs.io/en/latest
⭐ 5,775 -
skorch-dev/skorch
A scikit-learn compatible neural network library that wraps PyTorch
⭐ 5,518 -
facebookresearch/mmf
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
🔗 mmf.sh
⭐ 5,352 -
google/flax
Flax is a neural network library for JAX that is designed for flexibility.
🔗 flax.readthedocs.io
⭐ 5,105 -
mosaicml/composer
Supercharge Your Model Training
🔗 docs.mosaicml.com
⭐ 4,781 -
pytorch/ignite
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
🔗 pytorch-ignite.ai
⭐ 4,411 -
facebookincubator/AITemplate
AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.
⭐ 4,354 -
deci-ai/super-gradients
Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.
🔗 www.supergradients.com
⭐ 4,073 -
williamyang1991/VToonify
[SIGGRAPH Asia 2022] VToonify: Controllable High-Resolution Portrait Video Style Transfer
⭐ 3,408 -
facebookresearch/PyTorch-BigGraph
Generate embeddings from large-scale graph-structured data.
🔗 torchbiggraph.readthedocs.io
⭐ 3,329 -
alpa-projects/alpa
Training and serving large-scale neural networks with auto parallelization.
🔗 alpa.ai
⭐ 2,921 -
pytorch/botorch
Bayesian optimization in PyTorch
🔗 botorch.org
⭐ 2,871 -
explosion/thinc
🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
🔗 thinc.ai
⭐ 2,773 -
deepmind/dm-haiku
JAX-based neural network library
🔗 dm-haiku.readthedocs.io
⭐ 2,675 -
cvg/LightGlue
LightGlue: Local Feature Matching at Light Speed (ICCV 2023)
⭐ 2,664 -
nerdyrodent/VQGAN-CLIP
Just playing with getting VQGAN+CLIP running locally, rather than having to use colab.
⭐ 2,537 -
danielegrattarola/spektral
Graph Neural Networks with Keras and Tensorflow 2.
🔗 graphneural.network
⭐ 2,314 -
google-research/electra
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators
⭐ 2,269 -
fepegar/torchio
Medical imaging toolkit for deep learning
🔗 www.torchio.org
⭐ 1,902 -
neuralmagic/sparseml
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
⭐ 1,893 -
pytorch/torchrec
Pytorch domain library for recommendation systems
⭐ 1,625 -
vt-vl-lab/FGVC
[ECCV 2020] Flow-edge Guided Video Completion
⭐ 1,523 -
tensorflow/mesh
Mesh TensorFlow: Model Parallelism Made Easier
⭐ 1,495 -
tensorly/tensorly
TensorLy: Tensor Learning in Python.
🔗 tensorly.org
⭐ 1,466 -
calculatedcontent/WeightWatcher
The WeightWatcher tool for predicting the accuracy of Deep Neural Networks
⭐ 1,354 -
hysts/pytorch_image_classification
PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet
⭐ 1,288 -
xl0/lovely-tensors
Tensors, ready for human consumption
🔗 xl0.github.io/lovely-tensors
⭐ 1,017 -
tensorflow/similarity
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
⭐ 990 -
jeshraghian/snntorch
Deep and online learning with spiking neural networks in Python
🔗 snntorch.readthedocs.io/en/latest
⭐ 924 -
deepmind/android_env
RL research on Android devices.
⭐ 923 -
keras-team/keras-cv
Industry-strength Computer Vision workflows with Keras
⭐ 888 -
deepmind/chex
Chex is a library of utilities for helping to write reliable JAX code
🔗 chex.readthedocs.io
⭐ 667 -
kakaobrain/rq-vae-transformer
The official implementation of Autoregressive Image Generation using Residual Quantization (CVPR '22)
⭐ 647 -
whitead/dmol-book
Deep learning for molecules and materials book
🔗 dmol.pub
⭐ 553
Machine learning interpretability libraries. Covers explainability, prediction explainations, dashboards, understanding knowledge development in training etc.
-
slundberg/shap
A game theoretic approach to explain the output of any machine learning model.
🔗 shap.readthedocs.io
⭐ 20,940 -
marcotcr/lime
Lime: Explaining the predictions of any machine learning classifier
⭐ 11,075 -
interpretml/interpret
Fit interpretable models. Explain blackbox machine learning.
🔗 interpret.ml/docs
⭐ 5,868 -
tensorflow/lucid
A collection of infrastructure and tools for research in neural network interpretability.
⭐ 4,592 -
pytorch/captum
Model interpretability and understanding for PyTorch
🔗 captum.ai
⭐ 4,372 -
pair-code/lit
The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface.
🔗 pair-code.github.io/lit
⭐ 3,273 -
seldonio/alibi
Algorithms for explaining machine learning models
🔗 docs.seldon.io/projects/alibi/en/stable
⭐ 2,246 -
oegedijk/explainerdashboard
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
🔗 explainerdashboard.readthedocs.io
⭐ 2,123 -
arize-ai/phoenix
AI Observability & Evaluation - Evaluate, troubleshoot, and fine tune your LLM, CV, and NLP models in a notebook.
🔗 docs.arize.com/phoenix
⭐ 1,906 -
jalammar/ecco
Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).
🔗 ecco.readthedocs.io
⭐ 1,849 -
eleutherai/pythia
The hub for EleutherAI's work on interpretability and learning dynamics
⭐ 1,801 -
cdpierse/transformers-interpret
Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.
⭐ 1,163 -
selfexplainml/PiML-Toolbox
PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics
🔗 selfexplainml.github.io/piml-toolbox
⭐ 791
MLOPs tools, frameworks and libraries: intersection of machine learning, data engineering and DevOps; deployment, health, diagnostics and governance of ML models.
-
apache/airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
🔗 airflow.apache.org
⭐ 33,075 -
ray-project/ray
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
🔗 ray.io
⭐ 29,440 -
spotify/luigi
Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.
⭐ 17,022 -
mlflow/mlflow
Open source platform for the machine learning lifecycle
🔗 mlflow.org
⭐ 16,234 -
prefecthq/prefect
Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines
🔗 prefect.io
⭐ 13,774 -
horovod/horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
🔗 horovod.ai
⭐ 13,750 -
iterative/dvc
🦉 ML Experiments Management with Git
🔗 dvc.org
⭐ 12,755 -
ludwig-ai/ludwig
Low-code framework for building custom LLMs, neural networks, and other AI models
🔗 ludwig.ai
⭐ 10,390 -
dagster-io/dagster
An orchestration platform for the development, production, and observation of data assets.
🔗 dagster.io
⭐ 9,380 -
great-expectations/great_expectations
Always know what to expect from your data.
🔗 docs.greatexpectations.io
⭐ 9,157 -
kedro-org/kedro
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
🔗 kedro.org
⭐ 9,091 -
dbt-labs/dbt-core
dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.
🔗 getdbt.com
⭐ 8,100 -
bentoml/OpenLLM
Operating LLMs in production
🔗 bentoml.com
⭐ 7,553 -
activeloopai/deeplake
Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai
🔗 activeloop.ai
⭐ 7,381 -
netflix/metaflow
🚀 Build and manage real-life data science projects with ease!
🔗 metaflow.org
⭐ 7,269 -
mage-ai/mage-ai
🧙 The modern replacement for Airflow. Build, run, and manage data pipelines for integrating and transforming data.
🔗 www.mage.ai
⭐ 6,239 -
bentoml/BentoML
Build Production-Grade AI Applications
🔗 bentoml.com
⭐ 6,093 -
kestra-io/kestra
Infinitely scalable, event-driven, language-agnostic orchestration and scheduling platform to manage millions of workflows declaratively in code.
🔗 kestra.io
⭐ 5,200 -
feast-dev/feast
Feature Store for Machine Learning
🔗 feast.dev
⭐ 5,029 -
allegroai/clearml
ClearML - Auto-Magical CI/CD to streamline your ML workflow. Experiment Manager, MLOps and Data-Management
🔗 clear.ml/docs
⭐ 4,979 -
aimhubio/aim
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
🔗 aimstack.io
⭐ 4,468 -
flyteorg/flyte
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
🔗 flyte.org
⭐ 4,341 -
evidentlyai/evidently
Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
⭐ 4,312 -
orchest/orchest
Build data pipelines, the easy way 🛠️
🔗 orchest.readthedocs.io/en/stable
⭐ 4,005 -
adap/flower
Flower: A Friendly Federated Learning Framework
🔗 flower.dev
⭐ 3,479 -
polyaxon/polyaxon
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
🔗 polyaxon.com
⭐ 3,432 -
zenml-io/zenml
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
🔗 zenml.io
⭐ 3,428 -
kubeflow/pipelines
Machine Learning Pipelines for Kubeflow
🔗 www.kubeflow.org/docs/components/pipelines
⭐ 3,364 -
ploomber/ploomber
The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
🔗 ploomber.io
⭐ 3,306 -
towhee-io/towhee
Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.
🔗 towhee.io
⭐ 2,902 -
determined-ai/determined
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
🔗 determined.ai
⭐ 2,696 -
meltano/meltano
Meltano: the declarative code-first data integration engine that powers your wildest data and ML-powered product ideas. Say goodbye to writing, maintaining, and scaling your own API integrations.
🔗 meltano.com
⭐ 1,447 -
hi-primus/optimus
🚚 Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark
🔗 hi-optimus.com
⭐ 1,415 -
kubeflow/examples
A repository to host extended examples and tutorials
⭐ 1,356 -
dagworks-inc/hamilton
Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage and metadata. Runs and scales everywhere python does.
🔗 hamilton.dagworks.io/en/latest
⭐ 1,120 -
tensorflow/data-validation
Library for exploring and validating machine learning data
⭐ 739 -
nccr-itmo/FEDOT
Automated modeling and machine learning framework FEDOT
🔗 fedot.readthedocs.io
⭐ 579
Machine learning libraries and toolkits that cross over with reinforcement learning in some way: agent reinforcement learning, agent environemnts, RLHF
-
openai/gym
A toolkit for developing and comparing reinforcement learning algorithms.
🔗 www.gymlibrary.dev
⭐ 33,375 -
unity-technologies/ml-agents
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
🔗 unity.com/products/machine-learning-agents
⭐ 15,866 -
openai/baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
⭐ 15,098 -
google/dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
🔗 github.com/google/dopamine
⭐ 10,288 -
lucidrains/PaLM-rlhf-pytorch
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
⭐ 7,494 -
tensorlayer/TensorLayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
🔗 tensorlayerx.com
⭐ 7,264 -
thu-ml/tianshou
An elegant PyTorch deep reinforcement learning library.
🔗 tianshou.readthedocs.io
⭐ 7,086 -
keras-rl/keras-rl
Deep Reinforcement Learning for Keras.
🔗 keras-rl.readthedocs.io
⭐ 5,463 -
farama-foundation/Gymnasium
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
🔗 gymnasium.farama.org
⭐ 4,727 -
facebookresearch/ReAgent
A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
🔗 reagent.ai
⭐ 3,495 -
deepmind/dm_control
Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
⭐ 3,414 -
deepmind/acme
A library of reinforcement learning components and agents
⭐ 3,302 -
eureka-research/Eureka
Official Repository for "Eureka: Human-Level Reward Design via Coding Large Language Models"
🔗 eureka-research.github.io
⭐ 2,376 -
pettingzoo-team/PettingZoo
An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities
🔗 pettingzoo.farama.org
⭐ 2,196 -
kzl/decision-transformer
Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.
⭐ 2,001 -
pytorch/rl
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
🔗 pytorch.org/rl
⭐ 1,621 -
anthropics/hh-rlhf
Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"
🔗 arxiv.org/abs/2204.05862
⭐ 1,304 -
humancompatibleai/imitation
Clean PyTorch implementations of imitation and reward learning algorithms
🔗 imitation.readthedocs.io
⭐ 1,050 -
arise-initiative/robosuite
robosuite: A Modular Simulation Framework and Benchmark for Robot Learning
🔗 robosuite.ai
⭐ 993
Natural language processing libraries and toolkits: text processing, topic modelling, tokenisers, chatbots etc. Also see the LLMs and ChatGPT category for crossover.
-
huggingface/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
🔗 huggingface.co/transformers
⭐ 118,552 -
pytorch/fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
⭐ 28,464 -
explosion/spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
🔗 spacy.io
⭐ 27,972 -
huggingface/datasets
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
🔗 huggingface.co/docs/datasets
⭐ 17,866 -
microsoft/unilm
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
🔗 aka.ms/generalai
⭐ 16,868 -
rare-technologies/gensim
Topic Modelling for Humans
🔗 radimrehurek.com/gensim
⭐ 14,914 -
gunthercox/ChatterBot
ChatterBot is a machine learning, conversational dialog engine for creating chat bots
🔗 chatterbot.readthedocs.io
⭐ 13,767 -
flairnlp/flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
🔗 flairnlp.github.io/flair
⭐ 13,342 -
ukplab/sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
🔗 www.sbert.net
⭐ 12,848 -
nltk/nltk
NLTK Source
🔗 www.nltk.org
⭐ 12,688 -
myshell-ai/OpenVoice
Instant voice cloning by MyShell.
🔗 research.myshell.ai/open-voice
⭐ 12,210 -
jina-ai/clip-as-service
🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
🔗 clip-as-service.jina.ai
⭐ 12,043 -
allenai/allennlp
An open-source NLP research library, built on PyTorch.
🔗 www.allennlp.org
⭐ 11,631 -
facebookresearch/ParlAI
A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
🔗 parl.ai
⭐ 10,381 -
facebookresearch/seamless_communication
Foundational Models for State-of-the-Art Speech and Text Translation
⭐ 9,358 -
togethercomputer/OpenChatKit
OpenChatKit provides a powerful, open-source base to create both specialized and general purpose chatbots
⭐ 8,958 -
nvidia/NeMo
NeMo: a toolkit for conversational AI
🔗 nvidia.github.io/nemo
⭐ 8,946 -
sloria/TextBlob
Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
🔗 textblob.readthedocs.io
⭐ 8,820 -
google/sentencepiece
Unsupervised text tokenizer for Neural Network-based text generation.
⭐ 8,799 -
doccano/doccano
Open source annotation tool for machine learning practitioners.
🔗 doccano.herokuapp.com
⭐ 8,649 -
clips/pattern
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
🔗 github.com/clips/pattern/wiki
⭐ 8,609 -
openai/tiktoken
tiktoken is a fast BPE tokeniser for use with OpenAI's models.
⭐ 8,112 -
espnet/espnet
End-to-End Speech Processing Toolkit
🔗 espnet.github.io/espnet
⭐ 7,522 -
m-bain/whisperX
WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)
⭐ 7,397 -
facebookresearch/nougat
Implementation of Nougat Neural Optical Understanding for Academic Documents
🔗 facebookresearch.github.io/nougat
⭐ 7,391 -
speechbrain/speechbrain
A PyTorch-based Speech Toolkit
🔗 speechbrain.github.io
⭐ 7,089 -
deeppavlov/DeepPavlov
An open source library for deep learning end-to-end dialog systems and chatbots.
🔗 deeppavlov.ai
⭐ 6,439 -
facebookresearch/metaseq
Repo for external large-scale work
⭐ 6,297 -
kingoflolz/mesh-transformer-jax
Model parallel transformers in JAX and Haiku
⭐ 6,165 -
neuml/txtai
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
🔗 neuml.github.io/txtai
⭐ 5,982 -
maartengr/BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
🔗 maartengr.github.io/bertopic
⭐ 5,143 -
minimaxir/textgenrnn
Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.
⭐ 4,935 -
salesforce/CodeGen
CodeGen is a family of open-source model for program synthesis. Trained on TPU-v4. Competitive with OpenAI Codex.
⭐ 4,596 -
facebookresearch/DrQA
Reading Wikipedia to Answer Open-Domain Questions
⭐ 4,431 -
makcedward/nlpaug
Data augmentation for NLP
🔗 makcedward.github.io
⭐ 4,222 -
aiwaves-cn/agents
An Open-source Framework for Autonomous Language Agents
🔗 www.aiwaves-agents.com
⭐ 4,205 -
layout-parser/layout-parser
A Unified Toolkit for Deep Learning Based Document Image Analysis
🔗 layout-parser.github.io
⭐ 4,198 -
prefecthq/marvin
✨ Build AI interfaces that spark joy
🔗 askmarvin.ai
⭐ 4,193 -
thilinarajapakse/simpletransformers
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
🔗 simpletransformers.ai
⭐ 3,901 -
life4/textdistance
📐 Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.
⭐ 3,248 -
jsvine/markovify
A simple, extensible Markov chain generator.
⭐ 3,244 -
maartengr/KeyBERT
Minimal keyword extraction with BERT
🔗 maartengr.github.io/keybert
⭐ 3,034 -
bytedance/lightseq
LightSeq: A High Performance Library for Sequence Processing and Generation
⭐ 3,021 -
errbotio/errbot
Errbot is a chatbot, a daemon that connects to your favorite chat service and bring your tools and some fun into the conversation.
🔗 errbot.io
⭐ 3,012 -
huawei-noah/Pretrained-Language-Model
Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.
⭐ 2,910 -
jbesomi/texthero
Text preprocessing, representation and visualization from zero to hero.
🔗 texthero.org
⭐ 2,841 -
promptslab/Promptify
Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research
🔗 discord.gg/m88xfymbk6
⭐ 2,835 -
argilla-io/argilla
✨Argilla: the open-source feedback platform for LLMs
🔗 docs.argilla.io
⭐ 2,823 -
huggingface/neuralcoref
✨Fast Coreference Resolution in spaCy with Neural Networks
🔗 huggingface.co/coref
⭐ 2,775 -
ddangelov/Top2Vec
Top2Vec learns jointly embedded topic, document and word vectors.
⭐ 2,768 -
neuralmagic/deepsparse
Sparsity-aware deep learning inference runtime for CPUs
🔗 neuralmagic.com/deepsparse
⭐ 2,707 -
salesforce/CodeT5
Home of CodeT5: Open Code LLMs for Code Understanding and Generation
🔗 arxiv.org/abs/2305.07922
⭐ 2,438 -
bigscience-workshop/promptsource
Toolkit for creating, sharing and using natural language prompts.
⭐ 2,325 -
jamesturk/jellyfish
🪼 a python library for doing approximate and phonetic matching of strings.
🔗 jamesturk.github.io/jellyfish
⭐ 1,944 -
alibaba/EasyNLP
EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit
⭐ 1,872 -
huggingface/setfit
Efficient few-shot learning with Sentence Transformers
🔗 hf.co/docs/setfit
⭐ 1,804 -
thudm/P-tuning-v2
An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks
⭐ 1,790 -
deepset-ai/FARM
🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
🔗 farm.deepset.ai
⭐ 1,710 -
franck-dernoncourt/NeuroNER
Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.
🔗 neuroner.com
⭐ 1,674 -
featureform/featureform
The Virtual Feature Store. Turn your existing data infrastructure into a feature store.
🔗 www.featureform.com
⭐ 1,627 -
plasticityai/magnitude
A fast, efficient universal vector embedding utility package.
⭐ 1,608 -
arxiv-vanity/arxiv-vanity
Renders papers from arXiv as responsive web pages so you don't have to squint at a PDF.
🔗 www.arxiv-vanity.com
⭐ 1,575 -
google-research/language
Shared repository for open-sourced projects from the Google AI Language team.
🔗 ai.google/research/teams/language
⭐ 1,536 -
marella/ctransformers
Python bindings for the Transformer models implemented in C/C++ using GGML library.
⭐ 1,510 -
explosion/spacy-models
💫 Models for the spaCy Natural Language Processing (NLP) library
🔗 spacy.io
⭐ 1,465 -
chrismattmann/tika-python
Tika-Python is a Python binding to the Apache Tika™ REST services allowing Tika to be called natively in the Python community.
⭐ 1,373 -
gunthercox/chatterbot-corpus
A multilingual dialog corpus
🔗 chatterbot-corpus.readthedocs.io
⭐ 1,333 -
jonasgeiping/cramming
Cramming the training of a (BERT-type) language model into limited compute.
⭐ 1,191 -
abertsch72/unlimiformer
Public repo for the NeurIPS 2023 paper "Unlimiformer: Long-Range Transformers with Unlimited Length Input"
⭐ 1,004 -
norskregnesentral/skweak
skweak: A software toolkit for weak supervision applied to NLP tasks
⭐ 902 -
nomic-ai/nomic
Interact, analyze and structure massive text, image, embedding, audio and video datasets
🔗 atlas.nomic.ai
⭐ 833 -
pemistahl/lingua-py
The most accurate natural language detection library for Python, suitable for short text and mixed-language text
⭐ 747 -
openai/grade-school-math
GSM8K, a dataset of 8.5K high quality linguistically diverse grade school math word problems
⭐ 744 -
explosion/spacy-streamlit
👑 spaCy building blocks and visualizers for Streamlit apps
🔗 share.streamlit.io/ines/spacy-streamlit-demo/master/app.py
⭐ 734 -
paddlepaddle/RocketQA
🚀 RocketQA, dense retrieval for information retrieval and question answering, including both Chinese and English state-of-the-art models.
⭐ 713 -
explosion/spacy-stanza
💥 Use the latest Stanza (StanfordNLP) research models directly in spaCy
⭐ 705 -
keras-team/keras-nlp
Modular Natural Language Processing workflows with Keras
⭐ 622 -
intellabs/fastRAG
Efficient Retrieval Augmentation and Generation Framework
⭐ 583
Pandas and dataframe libraries: data analysis, statistical reporting, pandas GUIs, pandas performance optimisations etc.
-
pandas-dev/pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
🔗 pandas.pydata.org
⭐ 40,904 -
pola-rs/polars
Dataframes powered by a multithreaded, vectorized query engine, written in Rust
🔗 docs.pola.rs
⭐ 23,493 -
duckdb/duckdb
DuckDB is an in-process SQL OLAP Database Management System
🔗 www.duckdb.org
⭐ 13,828 -
ydataai/ydata-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
🔗 docs.profiling.ydata.ai
⭐ 11,667 -
gventuri/pandas-ai
Chat with your data (CSV, pandas, polars, etc). PandasAI makes data analysis conversational
🔗 docs.pandas-ai.com
⭐ 9,456 -
kanaries/pygwalker
PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis
🔗 kanaries.net/home/pygwalker
⭐ 8,574 -
rapidsai/cudf
cuDF - GPU DataFrame Library
🔗 docs.rapids.ai/api/cudf/stable
⭐ 6,898 -
aws/aws-sdk-pandas
pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).
🔗 aws-sdk-pandas.readthedocs.io
⭐ 3,713 -
nalepae/pandarallel
A simple and efficient tool to parallelize Pandas operations on all available CPUs
🔗 nalepae.github.io/pandarallel
⭐ 3,358 -
blaze/blaze
NumPy and Pandas interface to Big Data
🔗 blaze.pydata.org
⭐ 3,178 -
adamerose/PandasGUI
A GUI for Pandas DataFrames
⭐ 3,079 -
unionai-oss/pandera
A light-weight, flexible, and expressive statistical data testing library
🔗 www.union.ai/pandera
⭐ 2,779 -
scikit-learn-contrib/sklearn-pandas
Pandas integration with sklearn
⭐ 2,768 -
pydata/pandas-datareader
Extract data from a wide range of Internet sources into a pandas DataFrame.
🔗 pydata.github.io/pandas-datareader/stable/index.html
⭐ 2,761 -
jmcarpenter2/swifter
A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
⭐ 2,402 -
fugue-project/fugue
A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.
🔗 fugue-tutorials.readthedocs.io
⭐ 1,810 -
delta-io/delta-rs
A native Rust library for Delta Lake, with bindings into Python
🔗 delta-io.github.io/delta-rs
⭐ 1,620 -
pyjanitor-devs/pyjanitor
Clean APIs for data cleaning. Python implementation of R package Janitor
🔗 pyjanitor-devs.github.io/pyjanitor
⭐ 1,224 -
machow/siuba
Python library for using dplyr like syntax with pandas and SQL
🔗 siuba.org
⭐ 1,074 -
eventual-inc/Daft
Distributed DataFrames for Python designed for the cloud, powered by Rust
🔗 getdaft.io
⭐ 987 -
tkrabel/bamboolib
bamboolib - a GUI for pandas DataFrames
🔗 bamboolib.com
⭐ 921 -
holoviz/hvplot
A high-level plotting API for pandas, dask, xarray, and networkx built on HoloViews
🔗 hvplot.holoviz.org
⭐ 874
Performance, parallelisation and low level libraries.
-
celery/celery
Distributed Task Queue (development branch)
🔗 docs.celeryq.dev
⭐ 22,871 -
google/flatbuffers
FlatBuffers: Memory Efficient Serialization Library
🔗 flatbuffers.dev
⭐ 21,620 -
pybind/pybind11
Seamless operability between C++11 and Python
🔗 pybind11.readthedocs.io
⭐ 14,217 -
exaloop/codon
A high-performance, zero-overhead, extensible Python compiler using LLVM
🔗 docs.exaloop.io/codon
⭐ 13,597 -
dask/dask
Parallel computing with task scheduling
🔗 dask.org
⭐ 11,689 -
modin-project/modin
Modin: Scale your Pandas workflows by changing a single line of code
🔗 modin.readthedocs.io
⭐ 9,219 -
numba/numba
NumPy aware dynamic Python compiler using LLVM
🔗 numba.pydata.org
⭐ 9,159 -
nebuly-ai/nebuly
The user analytics platform for LLMs
🔗 www.nebuly.com
⭐ 8,331 -
vaexio/vaex
Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀
🔗 vaex.io
⭐ 8,106 -
mher/flower
Real-time monitor and web admin for Celery distributed task queue
🔗 flower.readthedocs.io
⭐ 6,007 -
python-trio/trio
Trio – a friendly Python library for async concurrency and I/O
🔗 trio.readthedocs.io
⭐ 5,713 -
ultrajson/ultrajson
Ultra fast JSON decoder and encoder written in C with Python bindings
🔗 pypi.org/project/ujson
⭐ 4,180 -
facebookincubator/cinder
Cinder is Meta's internal performance-oriented production version of CPython.
🔗 trycinder.com
⭐ 3,301 -
ipython/ipyparallel
IPython Parallel: Interactive Parallel Computing in Python
🔗 ipyparallel.readthedocs.io
⭐ 2,518 -
tlkh/asitop
Perf monitoring CLI tool for Apple Silicon
🔗 tlkh.github.io/asitop
⭐ 2,346 -
h5py/h5py
HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5 binary data format.
🔗 www.h5py.org
⭐ 1,965 -
intel/intel-extension-for-transformers
⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Platforms⚡
⭐ 1,672 -
faster-cpython/ideas
Discussion and work tracker for Faster CPython project.
⭐ 1,618 -
dask/distributed
A distributed task scheduler for Dask
🔗 distributed.dask.org
⭐ 1,513 -
agronholm/anyio
High level asynchronous concurrency and networking framework that works on top of either trio or asyncio
⭐ 1,482 -
airtai/faststream
FastStream is a powerful and easy-to-use Python framework for building asynchronous services interacting with event streams such as Apache Kafka, RabbitMQ, NATS and Redis.
🔗 faststream.airt.ai/latest
⭐ 1,435 -
nschloe/perfplot
📈 Performance analysis for Python snippets
⭐ 1,261 -
tiangolo/asyncer
Asyncer, async and await, focused on developer experience.
🔗 asyncer.tiangolo.com
⭐ 1,235 -
intel/intel-extension-for-pytorch
A Python package for extending the official PyTorch that can easily obtain performance on Intel platform
⭐ 1,150 -
intel/scikit-learn-intelex
Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application
🔗 intel.github.io/scikit-learn-intelex
⭐ 1,105 -
markshannon/faster-cpython
How to make CPython faster.
⭐ 933 -
zerointensity/pointers.py
Bringing the hell of pointers to Python.
🔗 pointers.zintensity.dev
⭐ 851 -
brandtbucher/specialist
Visualize CPython 3.11's specializing, adaptive interpreter. 🔥
⭐ 596
Memory and CPU/GPU profiling tools and libraries.
-
bloomberg/memray
Memray is a memory profiler for Python
🔗 bloomberg.github.io/memray
⭐ 11,750 -
benfred/py-spy
Sampling profiler for Python programs
⭐ 11,366 -
plasma-umass/scalene
Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals
⭐ 10,488 -
joerick/pyinstrument
🚴 Call stack profiler for Python. Shows you why your code is slow!
🔗 pyinstrument.readthedocs.io
⭐ 5,802 -
pythonprofilers/memory_profiler
Monitor Memory usage of Python code
🔗 pypi.python.org/pypi/memory_profiler
⭐ 4,110 -
gaogaotiantian/viztracer
VizTracer is a low-overhead logging/debugging/profiling tool that can trace and visualize your python code execution.
🔗 viztracer.readthedocs.io
⭐ 3,909 -
reloadware/reloadium
Hot Reloading, Profiling and AI debugging for Python
🔗 reloadium.io
⭐ 2,621 -
pyutils/line_profiler
Line-by-line profiling for Python
⭐ 2,304 -
jiffyclub/snakeviz
An in-browser Python profile viewer
🔗 jiffyclub.github.io/snakeviz
⭐ 2,156 -
p403n1x87/austin
Python frame stack sampler for CPython
🔗 pypi.org/project/austin-dist
⭐ 1,311 -
pythonspeed/filprofiler
A Python memory profiler for data processing and scientific computing applications
🔗 pythonspeed.com/products/filmemoryprofiler
⭐ 802
Security related libraries: vulnerability discovery, SQL injection, environment auditing etc.
-
swisskyrepo/PayloadsAllTheThings
A list of useful payloads and bypass for Web Application Security and Pentest/CTF
🔗 swisskyrepo.github.io/payloadsallthethings
⭐ 54,665 -
certbot/certbot
Certbot is EFF's tool to obtain certs from Let's Encrypt and (optionally) auto-enable HTTPS on your server. It can also act as a client for any other CA that uses the ACME protocol.
⭐ 30,525 -
sqlmapproject/sqlmap
Automatic SQL injection and database takeover tool
🔗 sqlmap.org
⭐ 29,583 -
aquasecurity/trivy
Find vulnerabilities, misconfigurations, secrets, SBOM in containers, Kubernetes, code repositories, clouds and more
🔗 aquasecurity.github.io/trivy
⭐ 19,961 -
nccgroup/ScoutSuite
Multi-Cloud Security Auditing Tool
⭐ 5,923 -
pycqa/bandit
Bandit is a tool designed to find common security issues in Python code.
🔗 bandit.readthedocs.io
⭐ 5,722 -
stamparm/maltrail
Malicious traffic detection system
⭐ 5,548 -
rhinosecuritylabs/pacu
The AWS exploitation framework, designed for testing the security of Amazon Web Services environments.
🔗 rhinosecuritylabs.com/aws/pacu-open-source-aws-exploitation-framework
⭐ 3,872 -
pyupio/safety
Safety checks Python dependencies for known security vulnerabilities and suggests the proper remediations for vulnerabilities detected.
🔗 pyup.io/safety
⭐ 1,571 -
trailofbits/pip-audit
Audits Python environments and dependency trees for known vulnerabilities
🔗 pypi.org/project/pip-audit
⭐ 877
Simulation libraries: robotics, economic, agent-based, traffic, physics, astronomy, chemistry, quantum simulation etc. Also see the Maths and Science category for crossover.
-
atsushisakai/PythonRobotics
Python sample codes for robotics algorithms.
🔗 atsushisakai.github.io/pythonrobotics
⭐ 20,781 -
bulletphysics/bullet3
Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.
🔗 bulletphysics.org
⭐ 11,488 -
isl-org/Open3D
Open3D: A Modern Library for 3D Data Processing
🔗 www.open3d.org
⭐ 9,977 -
qiskit/qiskit
Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and primitives.
🔗 www.ibm.com/quantum/qiskit
⭐ 4,208 -
astropy/astropy
Astronomy and astrophysics core library
🔗 www.astropy.org
⭐ 4,079 -
quantumlib/Cirq
A python framework for creating, editing, and invoking Noisy Intermediate Scale Quantum (NISQ) circuits.
⭐ 4,027 -
openai/mujoco-py
MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.
⭐ 2,666 -
rdkit/rdkit
The official sources for the RDKit library
⭐ 2,305 -
projectmesa/mesa
Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.
⭐ 2,089 -
google/brax
Massively parallel rigidbody physics simulation on accelerator hardware.
⭐ 1,940 -
quantecon/QuantEcon.py
A community based Python library for quantitative economics
🔗 quantecon.org/quantecon-py
⭐ 1,802 -
microsoft/PromptCraft-Robotics
Community for applying LLMs to robotics and a robot simulator with ChatGPT integration
🔗 aka.ms/chatgpt-robotics
⭐ 1,587 -
facebookresearch/habitat-lab
A modular high-level library to train embodied AI agents across a variety of tasks and environments.
🔗 aihabitat.org
⭐ 1,538 -
nvidia/warp
A Python framework for high performance GPU simulation and graphics
🔗 nvidia.github.io/warp
⭐ 1,472 -
nvidia-omniverse/IsaacGymEnvs
Isaac Gym Reinforcement Learning Environments
⭐ 1,357 -
deepmodeling/deepmd-kit
A deep learning package for many-body potential energy representation and molecular dynamics
🔗 docs.deepmodeling.com/projects/deepmd
⭐ 1,296 -
sail-sg/envpool
C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.
🔗 envpool.readthedocs.io
⭐ 965 -
a-r-j/graphein
Protein Graph Library
🔗 graphein.ai
⭐ 937 -
facebookresearch/fairo
A modular embodied agent architecture and platform for building embodied agents
⭐ 828 -
google/evojax
EvoJAX is a scalable, general purpose, hardware-accelerated neuroevolution toolkit built on the JAX library
⭐ 728 -
google-deepmind/materials_discovery
Graph Networks for Materials Science (GNoME) is a project centered around scaling machine learning methods to tackle materials science.
⭐ 689 -
bowang-lab/scGPT
scGPT: Towards Building a Foundation Model for Single-Cell Multi-omics Using Generative AI
🔗 scgpt.readthedocs.io/en/latest
⭐ 584 -
nvidia-omniverse/OmniIsaacGymEnvs
Reinforcement Learning Environments for Omniverse Isaac Gym
⭐ 518
Miscellaneous study resources: algorithms, general resources, system design, code repos for textbooks, best practices, tutorials etc.
-
thealgorithms/Python
All Algorithms implemented in Python
🔗 the-algorithms.com
⭐ 174,693 -
jakevdp/PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
🔗 jakevdp.github.io/pythondatasciencehandbook
⭐ 40,567 -
realpython/python-guide
Python best practices guidebook, written for humans.
🔗 docs.python-guide.org
⭐ 27,160 -
microsoft/generative-ai-for-beginners
12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
⭐ 22,443 -
christoschristofidis/awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
⭐ 22,183 -
wesm/pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
⭐ 20,766 -
d2l-ai/d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
🔗 d2l.ai
⭐ 20,540 -
fchollet/deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
⭐ 17,496 -
microsoft/recommenders
Best Practices on Recommendation Systems
🔗 microsoft-recommenders.readthedocs.io/en/latest
⭐ 17,261 -
graykode/nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
🔗 www.reddit.com/r/machinelearning/comments/amfinl/project_nlptutoral_repository_who_is_studying
⭐ 13,361 -
shangtongzhang/reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
⭐ 12,960 -
hannibal046/Awesome-LLM
Awesome-LLM: a curated list of Large Language Model
⭐ 11,253 -
openai/spinningup
An educational resource to help anyone learn deep reinforcement learning.
🔗 spinningup.openai.com
⭐ 9,334 -
karpathy/nn-zero-to-hero
Neural Networks: Zero to Hero
⭐ 9,163 -
eugeneyan/open-llms
📋 A list of open LLMs available for commercial use.
⭐ 9,154 -
mooler0410/LLMsPracticalGuide
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
🔗 arxiv.org/abs/2304.13712v2
⭐ 7,737 -
karpathy/micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
⭐ 7,103 -
firmai/industry-machine-learning
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
🔗 www.linkedin.com/company/firmai
⭐ 6,946 -
nielsrogge/Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
⭐ 6,629 -
mrdbourke/pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
🔗 learnpytorch.io
⭐ 6,384 -
zhanymkanov/fastapi-best-practices
FastAPI Best Practices and Conventions we used at our startup
⭐ 5,917 -
gkamradt/langchain-tutorials
Overview and tutorial of the LangChain Library
⭐ 5,691 -
udacity/deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
⭐ 5,106 -
mrdbourke/tensorflow-deep-learning
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
🔗 dbourke.link/ztmtfcourse
⭐ 4,631 -
neetcode-gh/leetcode
Leetcode solutions
⭐ 4,459 -
timofurrer/awesome-asyncio
A curated list of awesome Python asyncio frameworks, libraries, software and resources
⭐ 4,297 -
udlbook/udlbook
Understanding Deep Learning - Simon J.D. Prince
⭐ 4,087 -
roboflow/notebooks
Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.
🔗 roboflow.com/models
⭐ 3,584 -
huggingface/deep-rl-class
This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.
⭐ 3,426 -
cosmicpython/book
A Book about Pythonic Application Architecture Patterns for Managing Complexity. Cosmos is the Opposite of Chaos you see. O'R. wouldn't actually let us call it "Cosmic Python" tho.
🔗 www.cosmicpython.com
⭐ 3,162 -
huggingface/diffusion-models-class
Materials for the Hugging Face Diffusion Models Course
⭐ 2,931 -
promptslab/Awesome-Prompt-Engineering
This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc
🔗 discord.gg/m88xfymbk6
⭐ 2,728 -
fluentpython/example-code-2e
Example code for Fluent Python, 2nd edition (O'Reilly 2022)
🔗 amzn.to/3j48u2j
⭐ 2,683 -
alirezadir/Machine-Learning-Interviews
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
⭐ 2,645 -
rasbt/machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn
🔗 sebastianraschka.com/books/#machine-learning-with-pytorch-and-scikit-learn
⭐ 2,524 -
amanchadha/coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv...
⭐ 2,459 -
mrdbourke/zero-to-mastery-ml
All course materials for the Zero to Mastery Machine Learning and Data Science course.
🔗 dbourke.link/ztmmlcourse
⭐ 2,378 -
krzjoa/awesome-python-data-science
Probably the best curated list of data science software in Python.
🔗 krzjoa.github.io/awesome-python-data-science
⭐ 2,179 -
cerlymarco/MEDIUM_NoteBook
Repository containing notebooks of my posts on Medium
⭐ 1,972 -
trananhkma/fucking-awesome-python
awesome-python with⭐ and 🍴
⭐ 1,941 -
gerdm/prml
Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
⭐ 1,635 -
atcold/NYU-DLSP21
NYU Deep Learning Spring 2021
🔗 atcold.github.io/nyu-dlsp21
⭐ 1,477 -
chandlerbang/awesome-self-supervised-gnn
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
⭐ 1,366 -
jackhidary/quantumcomputingbook
Companion site for the textbook Quantum Computing: An Applied Approach
⭐ 729 -
davidadsp/Generative_Deep_Learning_2nd_Edition
The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.
🔗 www.oreilly.com/library/view/generative-deep-learning/9781098134174
⭐ 663 -
rasbt/stat453-deep-learning-ss20
STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2020)
🔗 pages.stat.wisc.edu/~sraschka/teaching/stat453-ss2020
⭐ 540
Template tools and libraries: cookiecutter repos, generators, quick-starts etc.
-
cookiecutter/cookiecutter
A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.
🔗 pypi.org/project/cookiecutter
⭐ 20,987 -
tiangolo/full-stack-fastapi-postgresql
Full stack, modern web application generator. Using FastAPI, PostgreSQL as database, Docker, automatic HTTPS and more.
⭐ 14,174 -
drivendata/cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
🔗 drivendata.github.io/cookiecutter-data-science
⭐ 7,324 -
buuntu/fastapi-react
🚀 Cookiecutter Template for FastAPI + React Projects. Using PostgreSQL, SQLAlchemy, and Docker
⭐ 1,945 -
pyscaffold/pyscaffold
🛠 Python project template generator with batteries included
🔗 pyscaffold.org
⭐ 1,941 -
cjolowicz/cookiecutter-hypermodern-python
Hypermodern Python Cookiecutter
🔗 cookiecutter-hypermodern-python.readthedocs.io
⭐ 1,665 -
tezromach/python-package-template
🚀 Your next Python package needs a bleeding-edge project structure.
⭐ 1,056 -
martinheinz/python-project-blueprint
Blueprint/Boilerplate For Python Projects
⭐ 932
Terminal and console tools and libraries: CLI tools, terminal based formatters, progress bars etc.
-
willmcgugan/rich
Rich is a Python library for rich text and beautiful formatting in the terminal.
🔗 rich.readthedocs.io/en/latest
⭐ 46,047 -
tqdm/tqdm
⚡ A Fast, Extensible Progress Bar for Python and CLI
🔗 tqdm.github.io
⭐ 26,830 -
google/python-fire
Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
⭐ 25,802 -
willmcgugan/textual
The lean application framework for Python. Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and a web browser.
🔗 textual.textualize.io
⭐ 22,568 -
pallets/click
Python composable command line interface toolkit
🔗 click.palletsprojects.com
⭐ 14,685 -
tiangolo/typer
Typer, build great CLIs. Easy to code. Based on Python type hints.
🔗 typer.tiangolo.com
⭐ 12,834 -
saulpw/visidata
A terminal spreadsheet multitool for discovering and arranging data
🔗 visidata.org
⭐ 7,159 -
manrajgrover/halo
💫 Beautiful spinners for terminal, IPython and Jupyter
⭐ 2,816 -
urwid/urwid
Console user interface library for Python (official repo)
🔗 urwid.org
⭐ 2,681 -
textualize/trogon
Easily turn your Click CLI into a powerful terminal application
⭐ 2,229 -
tconbeer/harlequin
The SQL IDE for Your Terminal.
🔗 harlequin.sh
⭐ 1,637 -
tmbo/questionary
Python library to build pretty command line user prompts ✨Easy to use multi-select lists, confirmations, free text prompts ...
⭐ 1,314 -
jazzband/prettytable
Display tabular data in a visually appealing ASCII table format
🔗 pypi.org/project/prettytable
⭐ 1,186 -
1j01/textual-paint
🎨 MS Paint in your terminal.
🔗 pypi.org/project/textual-paint
⭐ 861
Testing libraries: unit testing, load testing, acceptance testing, code coverage, browser automation, plugins etc.
-
locustio/locust
Write scalable load tests in plain Python 🚗💨
⭐ 22,905 -
pytest-dev/pytest
The pytest framework makes it easy to write small tests, yet scales to support complex functional testing
🔗 pytest.org
⭐ 10,981 -
microsoft/playwright-python
Python version of the Playwright testing and automation library.
🔗 playwright.dev/python
⭐ 9,951 -
robotframework/robotframework
Generic automation framework for acceptance testing and RPA
🔗 robotframework.org
⭐ 8,634 -
hypothesisworks/hypothesis
Hypothesis is a powerful, flexible, and easy to use library for property-based testing.
🔗 hypothesis.works
⭐ 7,097 -
newsapps/beeswithmachineguns
A utility for arming (creating) many bees (micro EC2 instances) to attack (load test) targets (web applications).
🔗 apps.chicagotribune.com
⭐ 6,372 -
getsentry/responses
A utility for mocking out the Python Requests library.
⭐ 3,994 -
spulec/freezegun
Let your Python tests travel through time
⭐ 3,890 -
seleniumbase/SeleniumBase
Browser automation framework for testing with Selenium, Python, and pytest. Includes a Dashboard, a Recorder for generating tests, Undetected Mode, and more.
🔗 seleniumbase.io
⭐ 3,859 -
tox-dev/tox
Command line driven CI frontend and development task automation tool.
🔗 tox.wiki
⭐ 3,426 -
behave/behave
BDD, Python style.
🔗 behave.readthedocs.io/en/latest
⭐ 3,009 -
nedbat/coveragepy
The code coverage tool for Python
🔗 coverage.readthedocs.io
⭐ 2,742 -
cobrateam/splinter
splinter - python test framework for web applications
🔗 splinter.readthedocs.org/en/stable/index.html
⭐ 2,672 -
kevin1024/vcrpy
Automatically mock your HTTP interactions to simplify and speed up testing
⭐ 2,547 -
pytest-dev/pytest-testinfra
Testinfra test your infrastructures
🔗 testinfra.readthedocs.io
⭐ 2,282 -
pytest-dev/pytest-mock
Thin-wrapper around the mock package for easier use with pytest
🔗 pytest-mock.readthedocs.io/en/latest
⭐ 1,705 -
pytest-dev/pytest-cov
Coverage plugin for pytest.
⭐ 1,601 -
pytest-dev/pytest-xdist
pytest plugin for distributed testing and loop-on-failures testing modes.
🔗 pytest-xdist.readthedocs.io
⭐ 1,287 -
pytest-dev/pytest-asyncio
Asyncio support for pytest
🔗 pytest-asyncio.readthedocs.io
⭐ 1,264 -
confident-ai/deepeval
The Evaluation Framework for LLMs
🔗 docs.confident-ai.com
⭐ 1,014 -
taverntesting/tavern
A command-line tool and Python library and Pytest plugin for automated testing of RESTful APIs, with a simple, concise and flexible YAML-based syntax
🔗 taverntesting.github.io
⭐ 969
Machine learning and classical timeseries libraries: forecasting, seasonality, anomaly detection, econometrics etc.
-
facebook/prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
🔗 facebook.github.io/prophet
⭐ 17,356 -
blue-yonder/tsfresh
Automatic extraction of relevant features from time series:
🔗 tsfresh.readthedocs.io
⭐ 7,953 -
sktime/sktime
A unified framework for machine learning with time series
🔗 www.sktime.net
⭐ 7,149 -
unit8co/darts
A python library for user-friendly forecasting and anomaly detection on time series.
🔗 unit8co.github.io/darts
⭐ 6,872 -
facebookresearch/Kats
Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.
⭐ 4,647 -
awslabs/gluonts
Probabilistic time series modeling in Python
🔗 ts.gluon.ai
⭐ 4,008 -
nixtla/statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
🔗 nixtlaverse.nixtla.io/statsforecast
⭐ 3,316 -
salesforce/Merlion
Merlion: A Machine Learning Framework for Time Series Intelligence
⭐ 3,181 -
tdameritrade/stumpy
STUMPY is a powerful and scalable Python library for modern time series analysis
🔗 stumpy.readthedocs.io/en/latest
⭐ 2,896 -
rjt1990/pyflux
Open source time series library for Python
⭐ 2,074 -
uber/orbit
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
🔗 orbit-ml.readthedocs.io/en/stable
⭐ 1,770 -
aistream-peelout/flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
🔗 flow-forecast.atlassian.net/wiki/spaces/ff/overview
⭐ 1,748 -
alkaline-ml/pmdarima
A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
🔗 www.alkaline-ml.com/pmdarima
⭐ 1,470 -
winedarksea/AutoTS
Automated Time Series Forecasting
⭐ 925 -
autoviml/Auto_TS
Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Now updated with Dask to handle millions of rows.
⭐ 655
Typing libraries: static and run-time type checking, annotations etc.
-
python/mypy
Optional static typing for Python
🔗 www.mypy-lang.org
⭐ 17,020 -
microsoft/pyright
Static Type Checker for Python
⭐ 11,459 -
facebook/pyre-check
Performant type-checking for python.
🔗 pyre-check.org
⭐ 6,597 -
python-attrs/attrs
Python Classes Without Boilerplate
🔗 www.attrs.org
⭐ 4,977 -
google/pytype
A static type analyzer for Python code
🔗 google.github.io/pytype
⭐ 4,452 -
instagram/MonkeyType
A Python library that generates static type annotations by collecting runtime types
⭐ 4,445 -
python/typeshed
Collection of library stubs for Python, with static types
⭐ 3,908 -
agronholm/typeguard
Run-time type checker for Python
⭐ 1,372 -
patrick-kidger/torchtyping
Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.
⭐ 1,300
General utility libraries: miscellaneous tools, linters, code formatters, version management, package tools, documentation tools, etc.
-
home-assistant/core
🏡 Open source home automation that puts local control and privacy first.
🔗 www.home-assistant.io
⭐ 65,602 -
yt-dlp/yt-dlp
A youtube-dl fork with additional features and fixes
🔗 discord.gg/h5mncfw63r
⭐ 64,022 -
python/cpython
The Python programming language
🔗 www.python.org
⭐ 57,793 -
localstack/localstack
💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline
🔗 localstack.cloud
⭐ 50,845 -
faif/python-patterns
A collection of design patterns/idioms in Python
⭐ 38,820 -
psf/black
The uncompromising Python code formatter
🔗 black.readthedocs.io/en/stable
⭐ 35,818 -
mingrammer/diagrams
🎨 Diagram as Code for prototyping cloud system architectures
🔗 diagrams.mingrammer.com
⭐ 32,318 -
python-poetry/poetry
Python packaging and dependency management made easy
🔗 python-poetry.org
⭐ 28,020 -
ggerganov/whisper.cpp
Port of OpenAI's Whisper model in C/C++
⭐ 27,061 -
pypa/pipenv
Python Development Workflow for Humans.
🔗 pipenv.pypa.io
⭐ 24,385 -
keon/algorithms
Minimal examples of data structures and algorithms in Python
⭐ 23,270 -
norvig/pytudes
Python programs, usually short, of considerable difficulty, to perfect particular skills.
⭐ 22,095 -
astral-sh/ruff
An extremely fast Python linter and code formatter, written in Rust.
🔗 docs.astral.sh/ruff
⭐ 22,091 -
facebookresearch/audiocraft
Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.
⭐ 18,023 -
micropython/micropython
MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems
🔗 micropython.org
⭐ 17,769 -
mkdocs/mkdocs
Project documentation with Markdown.
🔗 www.mkdocs.org
⭐ 17,718 -
openai/openai-python
The official Python library for the OpenAI API
🔗 pypi.org/project/openai
⭐ 17,664 -
pydantic/pydantic
Data validation using Python type hints
🔗 docs.pydantic.dev
⭐ 17,235 -
delgan/loguru
Python logging made (stupidly) simple
⭐ 17,102 -
squidfunk/mkdocs-material
Documentation that simply works
🔗 squidfunk.github.io/mkdocs-material
⭐ 16,958 -
kivy/kivy
Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS
🔗 kivy.org
⭐ 16,614 -
modularml/mojo
The Mojo Programming Language
🔗 docs.modular.com/mojo
⭐ 16,469 -
rustpython/RustPython
A Python Interpreter written in Rust
🔗 rustpython.github.io
⭐ 16,107 -
ipython/ipython
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
🔗 ipython.readthedocs.org
⭐ 16,051 -
alievk/avatarify-python
Avatars for Zoom, Skype and other video-conferencing apps.
⭐ 15,989 -
blakeblackshear/frigate
NVR with realtime local object detection for IP cameras
🔗 frigate.video
⭐ 12,880 -
pre-commit/pre-commit
A framework for managing and maintaining multi-language pre-commit hooks.
🔗 pre-commit.com
⭐ 11,446 -
python-pillow/Pillow
Python Imaging Library (Fork)
🔗 python-pillow.org
⭐ 11,402 -
zulko/moviepy
Video editing with Python
🔗 zulko.github.io/moviepy
⭐ 11,300 -
dbader/schedule
Python job scheduling for humans.
🔗 schedule.readthedocs.io
⭐ 11,297 -
pyinstaller/pyinstaller
Freeze (package) Python programs into stand-alone executables
🔗 www.pyinstaller.org
⭐ 10,966 -
pyodide/pyodide
Pyodide is a Python distribution for the browser and Node.js based on WebAssembly
🔗 pyodide.org/en/stable
⭐ 10,896 -
nuitka/Nuitka
Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.4, 3.5, 3.6, 3.7, 3.8, 3.9, 3.10, and 3.11. You feed it your Python app, it does a lot of clever things, and spits out an executable or extension module.
🔗 nuitka.net
⭐ 10,305 -
ninja-build/ninja
a small build system with a focus on speed
🔗 ninja-build.org
⭐ 10,184 -
pyo3/pyo3
Rust bindings for the Python interpreter
🔗 pyo3.rs
⭐ 10,178 -
pytube/pytube
A lightweight, dependency-free Python library (and command-line utility) for downloading YouTube Videos.
🔗 pytube.io
⭐ 9,837 -
magicstack/uvloop
Ultra fast asyncio event loop.
⭐ 9,768 -
pallets/jinja
A very fast and expressive template engine.
🔗 jinja.palletsprojects.com
⭐ 9,717 -
secdev/scapy
Scapy: the Python-based interactive packet manipulation program & library. Supports Python 2 & Python 3.
🔗 scapy.net
⭐ 9,682 -
openai/triton
Development repository for the Triton language and compiler
🔗 triton-lang.org
⭐ 9,513 -
caronc/apprise
Apprise - Push Notifications that work with just about every platform!
🔗 hub.docker.com/r/caronc/apprise
⭐ 9,247 -
aws/serverless-application-model
The AWS Serverless Application Model (AWS SAM) transform is a AWS CloudFormation macro that transforms SAM templates into CloudFormation templates.
🔗 aws.amazon.com/serverless/sam
⭐ 9,181 -
paramiko/paramiko
The leading native Python SSHv2 protocol library.
🔗 paramiko.org
⭐ 8,659 -
cython/cython
The most widely used Python to C compiler
🔗 cython.org
⭐ 8,636 -
boto/boto3
AWS SDK for Python
🔗 aws.amazon.com/sdk-for-python
⭐ 8,518 -
arrow-py/arrow
🏹 Better dates & times for Python
🔗 arrow.readthedocs.io
⭐ 8,455 -
facebookresearch/hydra
Hydra is a framework for elegantly configuring complex applications
🔗 hydra.cc
⭐ 7,864 -
pypa/pipx
Install and Run Python Applications in Isolated Environments
🔗 pipx.pypa.io
⭐ 7,789 -
mitsuhiko/rye
An Experimental Package Management Solution for Python
🔗 rye-up.com
⭐ 7,781 -
xonsh/xonsh
🐚 Python-powered, cross-platform, Unix-gazing shell.
🔗 xon.sh
⭐ 7,471 -
eternnoir/pyTelegramBotAPI
Python Telegram bot api.
⭐ 7,429 -
kellyjonbrazil/jc
CLI tool and python library that converts the output of popular command-line tools, file-types, and common strings to JSON, YAML, or Dictionaries. This allows piping of output to tools like jq and simplifying automation scripts.
⭐ 7,298 -
jazzband/pip-tools
A set of tools to keep your pinned Python dependencies fresh.
🔗 pip-tools.rtfd.io
⭐ 7,269 -
googleapis/google-api-python-client
🐍 The official Python client library for Google's discovery based APIs.
🔗 googleapis.github.io/google-api-python-client/docs
⭐ 7,135 -
py-pdf/pypdf
A pure-python PDF library capable of splitting, merging, cropping, and transforming the pages of PDF files
🔗 pypdf.readthedocs.io/en/latest
⭐ 6,900 -
theskumar/python-dotenv
Reads key-value pairs from a .env file and can set them as environment variables. It helps in developing applications following the 12-factor principles.
🔗 saurabh-kumar.com/python-dotenv
⭐ 6,790 -
marshmallow-code/marshmallow
A lightweight library for converting complex objects to and from simple Python datatypes.
🔗 marshmallow.readthedocs.io
⭐ 6,778 -
googlecloudplatform/python-docs-samples
Code samples used on cloud.google.com
⭐ 6,777 -
hugapi/hug
Embrace the APIs of the future. Hug aims to make developing APIs as simple as possible, but no simpler.
⭐ 6,756 -
google/latexify_py
A library to generate LaTeX expression from Python code.
⭐ 6,714 -
pygithub/PyGithub
Typed interactions with the GitHub API v3
🔗 pygithub.readthedocs.io
⭐ 6,469 -
pycqa/isort
A Python utility / library to sort imports.
🔗 pycqa.github.io/isort
⭐ 6,190 -
openai/point-e
Point cloud diffusion for 3D model synthesis
⭐ 6,106 -
pyca/cryptography
cryptography is a package designed to expose cryptographic primitives and recipes to Python developers.
🔗 cryptography.io
⭐ 6,009 -
pdm-project/pdm
A modern Python package and dependency manager supporting the latest PEP standards
🔗 pdm-project.org
⭐ 5,927 -
conda/conda
A system-level, binary package and environment manager running on all major operating systems and platforms.
🔗 docs.conda.io/projects/conda
⭐ 5,923 -
sdispater/pendulum
Python datetimes made easy
🔗 pendulum.eustace.io
⭐ 5,900 -
sphinx-doc/sphinx
The Sphinx documentation generator
🔗 www.sphinx-doc.org
⭐ 5,855 -
scikit-image/scikit-image
Image processing in Python
🔗 scikit-image.org
⭐ 5,735 -
wireservice/csvkit
A suite of utilities for converting to and working with CSV, the king of tabular file formats.
🔗 csvkit.readthedocs.io
⭐ 5,701 -
mamba-org/mamba
The Fast Cross-Platform Package Manager
🔗 mamba.readthedocs.io
⭐ 5,690 -
jd/tenacity
Retrying library for Python
🔗 tenacity.readthedocs.io
⭐ 5,616 -
bndr/pipreqs
pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this project forward.
⭐ 5,580 -
icloud-photos-downloader/icloud_photos_downloader
A command-line tool to download photos from iCloud
⭐ 5,476 -
agronholm/apscheduler
Task scheduling library for Python
⭐ 5,463 -
pytransitions/transitions
A lightweight, object-oriented finite state machine implementation in Python with many extensions
⭐ 5,203 -
buildbot/buildbot
Python-based continuous integration testing framework; your pull requests are more than welcome!
🔗 www.buildbot.net
⭐ 5,127 -
pdfminer/pdfminer.six
Community maintained fork of pdfminer - we fathom PDF
🔗 pdfminersix.readthedocs.io
⭐ 5,083 -
indygreg/PyOxidizer
A modern Python application packaging and distribution tool
⭐ 5,016 -
pycqa/pylint
It's not just a linter that annoys you!
🔗 pylint.readthedocs.io/en/latest
⭐ 4,989 -
prompt-toolkit/ptpython
A better Python REPL
⭐ 4,969 -
pycqa/pycodestyle
Simple Python style checker in one Python file
🔗 pycodestyle.pycqa.org
⭐ 4,941 -
pypa/hatch
Modern, extensible Python project management
🔗 hatch.pypa.io/latest
⭐ 4,939 -
rsalmei/alive-progress
A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!
⭐ 4,854 -
jorgebastida/awslogs
AWS CloudWatch logs for Humans™
⭐ 4,714 -
timdettmers/bitsandbytes
Accessible large language models via k-bit quantization for PyTorch.
⭐ 4,678 -
spotify/pedalboard
🎛 🔊 A Python library for working with audio.
🔗 spotify.github.io/pedalboard
⭐ 4,677 -
conda-forge/miniforge
A conda-forge distribution.
🔗 conda-forge.org/miniforge
⭐ 4,654 -
pypa/virtualenv
Virtual Python Environment builder
🔗 virtualenv.pypa.io
⭐ 4,621 -
hhatto/autopep8
A tool that automatically formats Python code to conform to the PEP 8 style guide.
🔗 pypi.org/project/autopep8
⭐ 4,468 -
pytoolz/toolz
A functional standard library for Python.
🔗 toolz.readthedocs.org
⭐ 4,431 -
tebelorg/RPA-Python
Python package for doing RPA
⭐ 4,316 -
pyinvoke/invoke
Pythonic task management & command execution.
🔗 pyinvoke.org
⭐ 4,163 -
bogdanp/dramatiq
A fast and reliable background task processing library for Python 3.
🔗 dramatiq.io
⭐ 3,884 -
evhub/coconut
Simple, elegant, Pythonic functional programming.
🔗 coconut-lang.org
⭐ 3,868 -
adafruit/circuitpython
CircuitPython - a Python implementation for teaching coding with microcontrollers
🔗 circuitpython.org
⭐ 3,787 -
spack/spack
A flexible package manager that supports multiple versions, configurations, platforms, and compilers.
🔗 spack.io
⭐ 3,783 -
rspeer/python-ftfy
Fixes mojibake and other glitches in Unicode text, after the fact.
🔗 ftfy.readthedocs.org
⭐ 3,647 -
miguelgrinberg/python-socketio
Python Socket.IO server and client
⭐ 3,638 -
joblib/joblib
Computing with Python functions.
🔗 joblib.readthedocs.org
⭐ 3,544 -
zeromq/pyzmq
PyZMQ: Python bindings for zeromq
🔗 zguide.zeromq.org/py:all
⭐ 3,498 -
python-markdown/markdown
A Python implementation of John Gruber’s Markdown with Extension support.
🔗 python-markdown.github.io
⭐ 3,472 -
ets-labs/python-dependency-injector
Dependency injection framework for Python
🔗 python-dependency-injector.ets-labs.org
⭐ 3,414 -
osohq/oso
Oso is a batteries-included framework for building authorization in your application.
🔗 docs.osohq.com
⭐ 3,335 -
tartley/colorama
Simple cross-platform colored terminal text in Python
⭐ 3,328 -
pydata/xarray
N-D labeled arrays and datasets in Python
🔗 xarray.dev
⭐ 3,318 -
more-itertools/more-itertools
More routines for operating on iterables, beyond itertools
🔗 more-itertools.rtfd.io
⭐ 3,314 -
ashleve/lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
⭐ 3,296 -
jorisschellekens/borb
borb is a library for reading, creating and manipulating PDF files in python.
🔗 borbpdf.com
⭐ 3,219 -
pycqa/flake8
flake8 is a python tool that glues together pycodestyle, pyflakes, mccabe, and third-party plugins to check the style and quality of some python code.
🔗 flake8.pycqa.org
⭐ 3,144 -
asottile/pyupgrade
A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.
⭐ 3,044 -
pyo3/maturin
Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
🔗 maturin.rs
⭐ 2,916 -
jendrikseipp/vulture
Find dead Python code
⭐ 2,874 -
spotify/basic-pitch
A lightweight yet powerful audio-to-MIDI converter with pitch bend detection
🔗 basicpitch.io
⭐ 2,654 -
tox-dev/pipdeptree
A command line utility to display dependency tree of the installed Python packages
🔗 pypi.python.org/pypi/pipdeptree
⭐ 2,606 -
legrandin/pycryptodome
A self-contained cryptographic library for Python
🔗 www.pycryptodome.org
⭐ 2,582 -
liiight/notifiers
The easy way to send notifications
🔗 notifiers.readthedocs.io
⭐ 2,564 -
camelot-dev/camelot
A Python library to extract tabular data from PDFs
🔗 camelot-py.readthedocs.io
⭐ 2,490 -
pyston/pyston
A faster and highly-compatible implementation of the Python programming language.
🔗 www.pyston.org
⭐ 2,476 -
pexpect/pexpect
A Python module for controlling interactive programs in a pseudo-terminal
🔗 pexpect.readthedocs.io
⭐ 2,476 -
pyinfra-dev/pyinfra
pyinfra automates infrastructure using Python. It’s fast and scales from one server to thousands. Great for ad-hoc command execution, service deployment, configuration management and more.
🔗 pyinfra.com
⭐ 2,467 -
whylabs/whylogs
An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈
🔗 whylogs.readthedocs.io
⭐ 2,444 -
dosisod/refurb
A tool for refurbishing and modernizing Python codebases
⭐ 2,425 -
pantsbuild/pex
A tool for generating .pex (Python EXecutable) files, lock files and venvs.
🔗 pex.readthedocs.io
⭐ 2,411 -
scrapinghub/dateparser
python parser for human readable dates
⭐ 2,408 -
cdgriffith/Box
Python dictionaries with advanced dot notation access
🔗 github.com/cdgriffith/box/wiki
⭐ 2,308 -
nschloe/tikzplotlib
📊 Save matplotlib figures as TikZ/PGFplots for smooth integration into LaTeX.
⭐ 2,245 -
pypa/setuptools
Official project repository for the Setuptools build system
🔗 pypi.org/project/setuptools
⭐ 2,224 -
beeware/briefcase
Tools to support converting a Python project into a standalone native application.
🔗 briefcase.readthedocs.io
⭐ 2,206 -
dateutil/dateutil
Useful extensions to the standard Python datetime features
⭐ 2,193 -
hgrecco/pint
Operate and manipulate physical quantities in Python
🔗 pint.readthedocs.org
⭐ 2,171 -
ianmiell/shutit
Automation framework for programmers
🔗 ianmiell.github.io/shutit
⭐ 2,143 -
pndurette/gTTS
Python library and CLI tool to interface with Google Translate's text-to-speech API
🔗 gtts.readthedocs.org
⭐ 2,078 -
pypa/flit
Simplified packaging of Python modules
🔗 flit.pypa.io
⭐ 2,058 -
pyparsing/pyparsing
Python library for creating PEG parsers
⭐ 2,028 -
libaudioflux/audioFlux
A library for audio and music analysis, feature extraction.
🔗 audioflux.top
⭐ 1,957 -
grantjenks/python-diskcache
Python disk-backed cache (Django-compatible). Faster than Redis and Memcached. Pure-Python.
🔗 www.grantjenks.com/docs/diskcache
⭐ 1,953 -
google/gin-config
Gin provides a lightweight configuration framework for Python
⭐ 1,946 -
pyfilesystem/pyfilesystem2
Python's Filesystem abstraction layer
🔗 www.pyfilesystem.org
⭐ 1,921 -
grahamdumpleton/wrapt
A Python module for decorators, wrappers and monkey patching.
⭐ 1,917 -
landscapeio/prospector
Inspects Python source files and provides information about type and location of classes, methods etc
⭐ 1,882 -
astanin/python-tabulate
Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from bitbucket.org/astanin/python-tabulate.
🔗 pypi.org/project/tabulate
⭐ 1,881 -
nateshmbhat/pyttsx3
Offline Text To Speech synthesis for python
⭐ 1,816 -
chaostoolkit/chaostoolkit
Chaos Engineering Toolkit & Orchestration for Developers
🔗 chaostoolkit.org
⭐ 1,805 -
joowani/binarytree
Python Library for Studying Binary Trees
🔗 binarytree.readthedocs.io
⭐ 1,796 -
python-rope/rope
a python refactoring library
⭐ 1,782 -
carpedm20/emoji
emoji terminal output for Python
⭐ 1,776 -
numba/llvmlite
A lightweight LLVM python binding for writing JIT compilers
🔗 llvmlite.pydata.org
⭐ 1,760 -
pydoit/doit
task management & automation tool
🔗 pydoit.org
⭐ 1,741 -
mitmproxy/pdoc
API Documentation for Python Projects
🔗 pdoc.dev
⭐ 1,715 -
omry/omegaconf
Flexible Python configuration system. The last one you will ever need.
⭐ 1,700 -
kalliope-project/kalliope
Kalliope is a framework that will help you to create your own personal assistant.
🔗 kalliope-project.github.io
⭐ 1,683 -
linkedin/shiv
shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all their dependencies included.
⭐ 1,662 -
konradhalas/dacite
Simple creation of data classes from dictionaries.
⭐ 1,577 -
rubik/radon
Various code metrics for Python code
🔗 radon.readthedocs.org
⭐ 1,566 -
home-assistant/supervisor
🏡 Home Assistant Supervisor
🔗 home-assistant.io/hassio
⭐ 1,559 -
rhettbull/osxphotos
Python app to export pictures and associated metadata from Apple Photos on macOS. Also includes a package to provide programmatic access to the Photos library, pictures, and metadata.
⭐ 1,521 -
facebookincubator/Bowler
Safe code refactoring for modern Python.
🔗 pybowler.io
⭐ 1,497 -
pygments/pygments
Pygments is a generic syntax highlighter written in Python
🔗 pygments.org
⭐ 1,487 -
open-telemetry/opentelemetry-python
OpenTelemetry Python API and SDK
🔗 opentelemetry.io
⭐ 1,474 -
mkdocstrings/mkdocstrings
📘 Automatic documentation from sources, for MkDocs.
🔗 mkdocstrings.github.io
⭐ 1,467 -
p0dalirius/Coercer
A python script to automatically coerce a Windows server to authenticate on an arbitrary machine through 12 methods.
🔗 podalirius.net
⭐ 1,465 -
nficano/python-lambda
A toolkit for developing and deploying serverless Python code in AWS Lambda.
⭐ 1,463 -
sourcery-ai/sourcery
Automatically review and improve your Python code. ⭐ this repo and Sourcery Starbot will send you a PR. Or install our CLI to improve your code locally
🔗 sourcery.ai
⭐ 1,446 -
samuelcolvin/watchfiles
Simple, modern and fast file watching and code reload in python.
🔗 watchfiles.helpmanual.io
⭐ 1,435 -
quodlibet/mutagen
Python module for handling audio metadata
🔗 mutagen.readthedocs.io
⭐ 1,390 -
aws-samples/aws-glue-samples
AWS Glue code samples
⭐ 1,349 -
instagram/LibCST
A concrete syntax tree parser and serializer library for Python that preserves many aspects of Python's abstract syntax tree
🔗 libcst.readthedocs.io
⭐ 1,341 -
fabiocaccamo/python-benedict
📘 dict subclass with keylist/keypath support, built-in I/O operations (base64, csv, html, ini, json, pickle, plist, query-string, toml, xls, xml, yaml), s3 support and many utilities.
⭐ 1,341 -
pycqa/pyflakes
A simple program which checks Python source files for errors
🔗 pypi.org/project/pyflakes
⭐ 1,317 -
ossf/criticality_score
Gives criticality score for an open source project
⭐ 1,255 -
lidatong/dataclasses-json
Easily serialize Data Classes to and from JSON
⭐ 1,248 -
brandon-rhodes/python-patterns
Source code behind the python-patterns.guide site by Brandon Rhodes
⭐ 1,203 -
lcompilers/lpython
Python compiler
🔗 lpython.org
⭐ 1,175 -
aio-libs/yarl
Yet another URL library
🔗 yarl.aio-libs.org
⭐ 1,081 -
oracle/graalpython
A Python 3 implementation built on GraalVM
⭐ 1,059 -
pdoc3/pdoc
🐍 ➡️ 📜 Auto-generate API documentation for Python projects
🔗 pdoc3.github.io/pdoc
⭐ 1,051 -
metachris/logzero
Robust and effective logging for Python 2 and 3.
🔗 logzero.readthedocs.io
⭐ 1,031 -
c4urself/bump2version
Version-bump your software with a single command
🔗 pypi.python.org/pypi/bump2version
⭐ 1,026 -
pyo3/rust-numpy
PyO3-based Rust bindings of the NumPy C-API
⭐ 941 -
ofek/pyapp
Runtime installer for Python applications
🔗 ofek.dev/pyapp
⭐ 883 -
fastai/fastcore
Python supercharged for the fastai library
🔗 fastcore.fast.ai
⭐ 880 -
alex-sherman/unsync
Unsynchronize asyncio
⭐ 860 -
milvus-io/pymilvus
Python SDK for Milvus.
⭐ 785 -
pypa/gh-action-pypi-publish
The blessedGitHub Action, for publishing your 📦 distribution files to PyPI: https://github.com/marketplace/actions/pypi-publish
🔗 packaging.python.org/guides/publishing-package-distribution-releases-using-github-actions-ci-cd-workflows
⭐ 780 -
samuelcolvin/dirty-equals
Doing dirty (but extremely useful) things with equals.
🔗 dirty-equals.helpmanual.io
⭐ 744 -
barracuda-fsh/pyobd
open source obd2 car diagnostics program - reuploaded
⭐ 678 -
instagram/Fixit
Advanced Python linting framework with auto-fixes and hierarchical configuration that makes it easy to write custom in-repo lint rules.
🔗 fixit.rtfd.io/en/latest
⭐ 633 -
pypa/build
A simple, correct Python build frontend
🔗 build.pypa.io
⭐ 605 -
lastmile-ai/aiconfig
aiconfig -- config-driven, source control friendly AI application development
🔗 aiconfig.lastmileai.dev
⭐ 600 -
akaihola/darker
Apply black reformatting to Python files only in regions changed since a given commit. For a practical usage example, see the blog post at https://dev.to/akaihola/improving-python-code-incrementally-3f7a
🔗 pypi.org/project/darker
⭐ 600 -
gefyrahq/gefyra
Blazingly-fast 🚀, rock-solid, local application development ➡️ with Kubernetes.
🔗 gefyra.dev
⭐ 597 -
anthropics/anthropic-sdk-python
SDK providing access to Anthropic's safety-first language model APIs
⭐ 584 -
open-telemetry/opentelemetry-python-contrib
OpenTelemetry instrumentation for Python modules
🔗 opentelemetry.io
⭐ 554 -
methexis-inc/terminal-copilot
A smart terminal assistant that helps you find the right command.
⭐ 539 -
pypy/pypy
PyPy is a very fast and compliant implementation of the Python language.
🔗 pypy.org
⭐ 508 -
IP2Location.io/IP2Location.io
IP2Location.io Python SDK is a Python module that can help user to query geolocation information of an IP address from IP2Location.io API.
🔗 ip2ocation.io
⭐ 3
Vizualisation tools and libraries. Application frameworks, 2D/3D plotting, dashboards, WebGL etc.
-
apache/superset
Apache Superset is a Data Visualization and Data Exploration Platform
🔗 superset.apache.org
⭐ 56,148 -
streamlit/streamlit
Streamlit — A faster way to build and share data apps.
🔗 streamlit.io
⭐ 29,557 -
gradio-app/gradio
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
🔗 www.gradio.app
⭐ 25,521 -
plotly/dash
Data Apps & Dashboards for Python. No JavaScript Required.
🔗 plotly.com/dash
⭐ 19,929 -
matplotlib/matplotlib
matplotlib: plotting with Python
🔗 matplotlib.org/stable
⭐ 18,717 -
bokeh/bokeh
Interactive Data Visualization in the browser, from Python
🔗 bokeh.org
⭐ 18,477 -
plotly/plotly.py
The interactive graphing library for Python ✨ This project now includes Plotly Express!
🔗 plotly.com/python
⭐ 14,686 -
mwaskom/seaborn
Statistical data visualization in Python
🔗 seaborn.pydata.org
⭐ 11,575 -
visgl/deck.gl
WebGL2 powered visualization framework
🔗 deck.gl
⭐ 11,453 -
marceloprates/prettymaps
A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.
⭐ 10,652 -
altair-viz/altair
Declarative statistical visualization library for Python
🔗 altair-viz.github.io
⭐ 8,655 -
lux-org/lux
Automatically visualize your pandas dataframe via a single print! 📊 💡
⭐ 4,829 -
man-group/dtale
Visualizer for pandas data structures
🔗 alphatechadmin.pythonanywhere.com
⭐ 4,398 -
renpy/renpy
The Ren'Py Visual Novel Engine
🔗 www.renpy.org
⭐ 4,311 -
nvidia/TensorRT-LLM
TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT...
🔗 nvidia.github.io/tensorrt-llm
⭐ 4,276 -
has2k1/plotnine
A Grammar of Graphics for Python
🔗 plotnine.org
⭐ 3,682 -
holoviz/panel
Panel: The powerful data exploration & web app framework for Python
🔗 panel.holoviz.org
⭐ 3,647 -
pyqtgraph/pyqtgraph
Fast data visualization and GUI tools for scientific / engineering applications
🔗 www.pyqtgraph.org
⭐ 3,554 -
ml-tooling/opyrator
🪄 Turns your machine learning code into microservices with web API, interactive GUI, and more.
🔗 opyrator-playground.mltooling.org
⭐ 2,974 -
netflix/flamescope
FlameScope is a visualization tool for exploring different time ranges as Flame Graphs.
⭐ 2,951 -
facebookresearch/hiplot
HiPlot makes understanding high dimensional data easy
🔗 facebookresearch.github.io/hiplot
⭐ 2,641 -
holoviz/holoviews
With Holoviews, your data visualizes itself.
🔗 holoviews.org
⭐ 2,550 -
pyvista/pyvista
3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK)
🔗 docs.pyvista.org
⭐ 2,144 -
mckinsey/vizro
Vizro is a toolkit for creating modular data visualization applications.
🔗 vizro.readthedocs.io/en/stable
⭐ 2,136 -
marcomusy/vedo
A python module for scientific analysis of 3D data based on VTK and Numpy
🔗 vedo.embl.es
⭐ 1,847 -
datapane/datapane
Build and share data reports in 100% Python
🔗 datapane.com
⭐ 1,330 -
facultyai/dash-bootstrap-components
Bootstrap components for Plotly Dash
🔗 dash-bootstrap-components.opensource.faculty.ai
⭐ 1,036 -
nomic-ai/deepscatter
Zoomable, animated scatterplots in the browser that scales over a billion points
⭐ 928 -
hazyresearch/meerkat
Creative interactive views of any dataset.
⭐ 793
Web related frameworks and libraries: webapp servers, WSGI, ASGI, asyncio, HTTP, REST, user management etc.
-
django/django
The Web framework for perfectionists with deadlines.
🔗 www.djangoproject.com
⭐ 75,018 -
tiangolo/fastapi
FastAPI framework, high performance, easy to learn, fast to code, ready for production
🔗 fastapi.tiangolo.com
⭐ 66,943 -
pallets/flask
The Python micro framework for building web applications.
🔗 flask.palletsprojects.com
⭐ 65,459 -
psf/requests
A simple, yet elegant, HTTP library.
🔗 requests.readthedocs.io/en/latest
⭐ 50,848 -
sherlock-project/sherlock
🔎 Hunt down social media accounts by username across social networks
🔗 sherlock-project.github.io
⭐ 46,128 -
tornadoweb/tornado
Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
🔗 www.tornadoweb.org
⭐ 21,397 -
huge-success/sanic
Accelerate your web app development | Build fast. Run fast.
🔗 sanic.dev
⭐ 17,531 -
pyscript/pyscript
Try PyScript: https://pyscript.com Examples: https://tinyurl.com/pyscript-examples Community: https://discord.gg/HxvBtukrg2
🔗 pyscript.net
⭐ 17,260 -
wagtail/wagtail
A Django content management system focused on flexibility and user experience
🔗 wagtail.org
⭐ 16,554 -
reflex-dev/reflex
🕸 Web apps in pure Python 🐍
🔗 reflex.dev
⭐ 14,660 -
aio-libs/aiohttp
Asynchronous HTTP client/server framework for asyncio and Python
🔗 docs.aiohttp.org
⭐ 14,277 -
getpelican/pelican
Static site generator that supports Markdown and reST syntax. Powered by Python.
🔗 getpelican.com
⭐ 11,956 -
encode/httpx
A next generation HTTP client for Python. 🦋
🔗 www.python-httpx.org
⭐ 11,723 -
aws/chalice
Python Serverless Microframework for AWS
⭐ 10,151 -
benoitc/gunicorn
gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications.
🔗 www.gunicorn.org
⭐ 9,324 -
falconry/falcon
The no-magic web data plane API and microservices framework for Python developers, with a focus on reliability, correctness, and performance at scale.
🔗 falcon.readthedocs.io/en/stable
⭐ 9,306 -
encode/starlette
The little ASGI framework that shines. 🌟
🔗 www.starlette.io
⭐ 9,054 -
bottlepy/bottle
bottle.py is a fast and simple micro-framework for python web-applications.
🔗 bottlepy.org
⭐ 8,217 -
flet-dev/flet
Flet enables developers to easily build realtime web, mobile and desktop apps in Python. No frontend experience required.
🔗 flet.dev
⭐ 7,928 -
graphql-python/graphene
GraphQL framework for Python
🔗 graphene-python.org
⭐ 7,884 -
reactive-python/reactpy
It's React, but in Python
🔗 reactpy.dev
⭐ 7,438 -
encode/uvicorn
An ASGI web server, for Python. 🦄
🔗 www.uvicorn.org
⭐ 7,420 -
pyeve/eve
REST API framework designed for human beings
🔗 python-eve.org
⭐ 6,650 -
pallets/werkzeug
The comprehensive WSGI web application library.
🔗 werkzeug.palletsprojects.com
⭐ 6,480 -
webpy/webpy
web.py is a web framework for python that is as simple as it is powerful.
🔗 webpy.org
⭐ 5,856 -
vitalik/django-ninja
💨 Fast, Async-ready, Openapi, type hints based framework for building APIs
🔗 django-ninja.dev
⭐ 5,676 -
stephenmcd/mezzanine
CMS framework for Django
🔗 mezzanine.jupo.org
⭐ 4,693 -
pywebio/PyWebIO
Write interactive web app in script way.
🔗 pywebio.readthedocs.io
⭐ 4,234 -
pylons/pyramid
Pyramid - A Python web framework
🔗 trypyramid.com
⭐ 3,875 -
starlite-api/litestar
Production-ready, Light, Flexible and Extensible ASGI API framework | Effortlessly Build Performant APIs
🔗 litestar.dev
⭐ 3,806 -
fastapi-users/fastapi-users
Ready-to-use and customizable users management for FastAPI
🔗 fastapi-users.github.io/fastapi-users
⭐ 3,772 -
strawberry-graphql/strawberry
A GraphQL library for Python that leverages type annotations 🍓
🔗 strawberry.rocks
⭐ 3,613 -
websocket-client/websocket-client
WebSocket client for Python
🔗 github.com/websocket-client/websocket-client
⭐ 3,381 -
unbit/uwsgi
uWSGI application server container
🔗 projects.unbit.it/uwsgi
⭐ 3,374 -
pallets/quart
An async Python micro framework for building web applications.
🔗 quart.palletsprojects.com
⭐ 2,431 -
flipkart-incubator/Astra
Automated Security Testing For REST API's
⭐ 2,385 -
fastapi-admin/fastapi-admin
A fast admin dashboard based on FastAPI and TortoiseORM with tabler ui, inspired by Django admin
🔗 fastapi-admin-docs.long2ice.io
⭐ 2,335 -
masoniteframework/masonite
The Modern And Developer Centric Python Web Framework. Be sure to read the documentation and join the Discord channel for questions: https://discord.gg/TwKeFahmPZ
🔗 docs.masoniteproject.com
⭐ 2,109 -
python-restx/flask-restx
Fork of Flask-RESTPlus: Fully featured framework for fast, easy and documented API development with Flask
🔗 flask-restx.readthedocs.io/en/latest
⭐ 2,020 -
cherrypy/cherrypy
CherryPy is a pythonic, object-oriented HTTP framework. https://cherrypy.dev
🔗 docs.cherrypy.dev
⭐ 1,748 -
neoteroi/BlackSheep
Fast ASGI web framework for Python
🔗 www.neoteroi.dev/blacksheep
⭐ 1,584 -
jordaneremieff/mangum
AWS Lambda support for ASGI applications
🔗 mangum.io
⭐ 1,518 -
wtforms/wtforms
A flexible forms validation and rendering library for Python.
🔗 wtforms.readthedocs.io
⭐ 1,443 -
s3rius/FastAPI-template
Feature rich robust FastAPI template.
⭐ 1,421 -
awtkns/fastapi-crudrouter
A dynamic FastAPI router that automatically creates CRUD routes for your models
🔗 fastapi-crudrouter.awtkns.com
⭐ 1,258 -
magicstack/httptools
Fast HTTP parser
⭐ 1,148 -
long2ice/fastapi-cache
fastapi-cache is a tool to cache fastapi response and function result, with backends support redis and memcached.
🔗 github.com/long2ice/fastapi-cache
⭐ 974 -
koxudaxi/fastapi-code-generator
This code generator creates FastAPI app from an openapi file.
⭐ 862 -
rstudio/py-shiny
Shiny for Python
🔗 shiny.posit.co/py
⭐ 817
Interactive version: www.awesomepython.org, Hugging Face Dataset: awesome-python
Please raise a new issue to suggest a Python repo that you would like to see added.
1,298 hand-picked awesome Python libraries and frameworks, updated 31 Jan 2024