data-science

There are 4,146 repositories under data-science topic.

ML-For-Beginners
microsoft / ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
data-science education machine-learning machine-learning-algorithms machinelearning machinelearning-python microsoft-for-beginners ml python r scikit-learn scikit-learn-python
Language:HTML 71477
superset
apache / superset
Apache Superset is a Data Visualization and Data Exploration Platform
analytics apache apache-superset asf bi business-analytics business-intelligence data-analysis data-analytics data-engineering data-science data-visualization data-viz flask python react sql-editor superset
Language:TypeScript 65020
keras-team / keras
Deep Learning for humans
data-science deep-learning jax machine-learning neural-networks python pytorch tensorflow
Language:Python 62718
scikit-learn / scikit-learn
scikit-learn: machine learning in Python
data-analysis data-science machine-learning python statistics
Language:Python 61472
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
alignment data-analysis data-science flexible pandas python
Language:Python 44898
airflow
apache / airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
airflow apache apache-airflow automation dag data-engineering data-integration data-orchestrator data-pipelines data-science elt etl machine-learning mlops orchestration python scheduler workflow workflow-engine workflow-orchestration
Language:Python 39219
Made-With-ML
GokuMohandas / Made-With-ML
Learn how to design, develop, deploy and iterate on production-grade ML applications.
data-engineering data-quality data-science deep-learning distributed-ml distributed-training llms machine-learning mlops natural-language-processing python pytorch ray
Language:Jupyter Notebook 38303
streamlit / streamlit
Streamlit — A faster way to build and share data apps.
data-analysis data-science data-visualization deep-learning developer-tools machine-learning python streamlit
Language:Python 38261
gradio-app / gradio
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
data-analysis data-science data-visualization deep-learning deploy gradio gradio-interface hacktoberfest interface machine-learning models python python-notebook ui ui-components
Language:Python 36933
ray-project / ray
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
data-science deep-learning deployment distributed hyperparameter-optimization hyperparameter-search large-language-models llm llm-inference llm-serving machine-learning optimization parallel python pytorch ray reinforcement-learning rllib serving tensorflow
Language:Python 36089
explosion / spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
ai artificial-intelligence cython data-science deep-learning entity-linking machine-learning named-entity-recognition natural-language-processing neural-network neural-networks nlp nlp-library python spacy text-classification tokenization
Language:Python 31180
AI-Expert-Roadmap
AMAI-GmbH / AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2022
ai ai-roadmap artificial-intelligence data-analysis data-science deep-learning machine-learning neural-network roadmap study-plan
Language:JavaScript 29677
pytorch-lightning
Lightning-AI / pytorch-lightning
Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.
python deep-learning artificial-intelligence ai pytorch data-science machine-learning
Language:Python 29148
Data-Science-For-Beginners
microsoft / Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
data-analysis data-science data-visualization microsoft-for-beginners pandas python
Language:Jupyter Notebook 29048
donnemartin / data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
aws big-data caffe data-science deep-learning hadoop kaggle keras machine-learning mapreduce matplotlib numpy pandas python scikit-learn scipy spark tensorflow theano
Language:Python 28000
applied-ml
eugeneyan / applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
applied-data-science applied-machine-learning computer-vision data-discovery data-engineering data-quality data-science deep-learning machine-learning natural-language-processing production recsys reinforcement-learning search
27830
CamDavidsonPilon / Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
bayesian-methods data-science jupyter-notebook mathematical-analysis pymc statistics
Language:Jupyter Notebook 27232
academic / awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
analytics awesome-list data-mining data-science data-scientists data-visualization deep-learning hacktoberfest machine-learning science
25935
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.
book computer-vision data-science deep-learning gaussian-processes hyperparameter-optimization jax kaggle keras machine-learning mxnet natural-language-processing notebook python pytorch recommender-system reinforcement-learning tensorflow
Language:Python 25298
eriklindernoren / ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
data-mining data-science deep-learning deep-reinforcement-learning genetic-algorithm machine-learning machine-learning-from-scratch
Language:Python 24354
fastai / fastbook
The fastai book, published as Jupyter Notebooks
book data-science deep-learning fastai machine-learning notebooks python
Language:Jupyter Notebook 22795
ashishpatel26 / 500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
artificial-intelligence artificial-intelligence-projects awesome computer-vision computer-vision-project data-science deep-learning deep-learning-project machine-learning machine-learning-projects nlp nlp-projects python
22574
dash
plotly / dash
Data Apps & Dashboards for Python. No JavaScript Required.
bioinformatics charting dash data-science data-visualization finance flask gui-framework jupyter modeling plotly plotly-dash productivity python react rstats technical-computing web-app
Language:Python 22166
matplotlib / matplotlib
matplotlib: plotting with Python
data-science data-visualization gtk matplotlib plotting python qt tk wx
Language:Python 20900
recommenders-team / recommenders
Best Practices on Recommendation Systems
ai artificial-intelligence data-science deep-learning jupyter-notebook kubernetes machine-learning operationalization python ranking rating recommendation recommendation-algorithm recommendation-engine recommendation-system recommender tutorial
Language:Python 19937
ml-tooling / best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
automl chatgpt data-analysis data-science data-visualization data-visualizations deep-learning gpt gpt-3 jax keras machine-learning ml nlp python pytorch scikit-learn tensorflow transformer
19821
excelize
qax-os / excelize
Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets
analytics chart data-science ecma-376 excel excelize formula go golang microsoft office ooxml openxml spreadsheet statistics table vba visualization xlsx xml
Language:Go 18805
PrefectHQ / prefect
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
python workflow data-engineering data-science workflow-engine prefect infrastructure ml-ops data-ops automation orchestration data observability pipeline
Language:Python 18653
sinaptik-ai / pandas-ai
Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.
ai csv data data-analysis data-science data-visualization database datalake gpt-4 llm pandas sql text-to-sql
Language:Python 18217
afshinea / stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
cheatsheet cs229 data-science deep-learning machine-learning ml-cheatsheet supervised-learning unsupervised-learning
18006
ipython / ipython
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
closember data-science hacktoberfest ipython jupyter notebook python repl spec-0
Language:Python 16429
dair-ai / ML-YouTube-Courses
📺 Discover the latest machine learning / AI courses on YouTube.
ai data-science deep-learning machine-learning natural-language-processing nlp
16398
gensim
piskvorky / gensim
Topic Modelling for Humans
data-mining data-science document-similarity fasttext gensim information-retrieval machine-learning natural-language-processing neural-network nlp python topic-modeling word-embeddings word-similarity word2vec
Language:Python 15915
bharathgs / Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
awesome awesome-list computer-vision cv data-science deep-learning facebook machine-learning natural-language-processing neural-network nlp nlp-library papers probabilistic-programming python pytorch pytorch-model pytorch-tutorials tutorials utility-library
15722
machine-learning-for-trading
stefan-jansen / machine-learning-for-trading
Code for Machine Learning for Algorithmic Trading, 2nd edition.
artificial-intelligence data-science deep-learning finance investment investment-strategies machine-learning ml4t-workflow synthetic-data trading trading-agent trading-strategies
Language:Jupyter Notebook 14404
dvc
iterative / dvc
🦉 Data Versioning and ML Experiments
ai data-science data-version-control developer-tools machine-learning reproducibility unstructured-data
Language:Python 14276

Related Topics

big-data data-analysis data-mining data-visualization machine-learning