gorkemozkaya

kubernetes

Production-Grade Container Scheduling and Management

code-server

VS Code in the browser

tesseract

Tesseract Open Source OCR Engine (main repository)

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

haystack

:mag: 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 conversational agent chatbots.

machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

pymc

Bayesian Modeling and Probabilistic Programming in Python

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

pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

openboard

massCode

This repository is outdated and no longer maintained. A new version of massCode is available! https://github.com/massCodeIO/massCode. A free and open source code snippets manager for developers.

gin-config

Gin provides a lightweight configuration framework for Python

RePaint

Official PyTorch Code and Models of "RePaint: Inpainting using Denoising Diffusion Probabilistic Models", CVPR 2022

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.

FARM

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

addons

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

pydeps

Python Module Dependency graphs

fklearn

fklearn: Functional Machine Learning

aesara

Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.

Causalinference

Causal Inference in Python

Causality

cog-stable-diffusion

Diffusers Stable Diffusion as a Cog model

spark-tfrecord

Read and write Tensorflow TFRecord data from Apache Spark.

causalgraphicalmodels

Causal Graphical Models in Python

xquad

mixed-models-with-R

Covers the basics of mixed models, mostly using @lme4

cb_bakeoff

scripts for evaluation of contextual bandit algorithms

00_General

nmt-en-tr

Neural Machine Translation Between English and Turkish with pre-trained model releases