Awesome

GitHub projects from awesome lists

Search awesome repositories

Search names, descriptions, topics, tags, and stacks, then tune results by ecosystem, freshness, health, and cross-list signal.

Continue with GitHub Browse awesome lists Request a list

Repos indexed: 17,373
Awesome lists tracked: 125
Current results: 172

Find repositories

Start broad, then narrow by ecosystem, freshness, health, and growth.

Clear 1 refinement

Search repositories

Search mode

Keyword Semantic

Tune results

The controls most people need first.

Awesome list

Language

Freshness

Sort

Direction

More filters Topics, generated tags, stack, files, age, archive status, and growth.

Ecosystem

GitHub topic

Generated tag

Framework or stack

Package manager

Files

Has file

Choose a suggestion or use commas to require multiple files.

Health

Minimum stars

Repository age

Uses known first-commit dates.

Archive status

AI development signals

Momentum

Unmaintained for

Commit velocity

Star growth

Reset filters

172 repos shown

Topic: data-science

Browse

Highlighted

Open highlighted repo slot

Put your repository first

Promote a GitHub repo at the top of Awesome repository list views for 7 days.

microsoft/ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

AI dev

Stack

Jupyter Notebook Flask Vue npm pip

GitHub topics

#data-science #education #machine-learning #machine-learning-algorithms #machinelearning #machinelearning-python

Updated: 2026-07-14
Lists: 1 list mention
First commit: 2021-02-05
History: 5 history points
License: MIT
Issues: 1 open

88,135

stars

Forks: 21,475
Commits: 2,357 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

GitHub

apache/superset

Apache Superset is a Data Visualization and Data Exploration Platform

AI dev

Stack

TypeScript Celery Express Flask pytest npm PEP 517 pip

GitHub topics

#analytics #apache #apache-superset #asf #bi #business-analytics

Updated: 2026-07-17
Lists: 5 list mentions
First commit: 2015-07-02
History: 60 history points
License: Apache-2.0
Issues: 658 open

73,865

stars

Forks: 17,897
Commits: 21,437 commits
Star growth, last 7 days: +88 +0.1%
Commit velocity, last 7 days: +160 +0.8%

Website GitHub

scikit-learn/scikit-learn

scikit-learn: machine learning in Python

AI dev

Stack

Python pytest Meson PEP 517 pip

GitHub topics

#data-analysis #data-science #machine-learning #python #statistics

Updated: 2026-07-15
Lists: 3 list mentions
First commit: 2010-01-05
History: 8 history points
License: BSD-3-Clause
Issues: 2,111 open

66,688

stars

Forks: 27,177
Commits: 33,829 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

keras-team/keras

Deep Learning for humans

AI dev

Stack

Python pytest PEP 517 pip

GitHub topics

#data-science #deep-learning #jax #machine-learning #neural-networks #python

Updated: 2026-07-16
Lists: 4 list mentions
First commit: 2015-03-28
History: 60 history points
License: Apache-2.0
Issues: 212 open

64,169

stars

Forks: 19,739
Commits: 12,542 commits
Star growth, last 7 days: -18 0.0%
Commit velocity, last 7 days: +23 +0.2%

Website GitHub

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

AI dev

Stack

Python Jupyter pytest Meson PEP 517 pip

GitHub topics

#alignment #data-analysis #data-science #flexible #pandas #python

Updated: 2026-07-03
Lists: 3 list mentions
First commit: 2009-07-31
History: 8 history points
License: BSD-3-Clause
Issues: 3,017 open

49,117

stars

Forks: 20,088
Commits: 38,258 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

GokuMohandas/Made-With-ML

Learn how to develop, deploy and iterate on production-grade ML applications.

Stack

Jupyter Notebook FastAPI pytest PEP 517 pip

GitHub topics

#data-engineering #data-quality #data-science #deep-learning #distributed-ml #distributed-training

Updated: 2026-03-04
Lists: 1 list mention
First commit: 2023-07-26
History: 5 history points
License: MIT
Issues: 27 open

48,695

stars

Forks: 7,662
Commits: 19 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

apache/airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

AI dev

Stack

Python Celery Cobra FastAPI Flask Go modules Gradle npm

GitHub topics

#airflow #apache #apache-airflow #automation #dag #data-engineering

Updated: 2026-07-17
Lists: 5 list mentions
First commit: 2014-10-06
History: 62 history points
License: Apache-2.0
Issues: 1,739 open

46,152

stars

Forks: 17,393
Commits: 39,742 commits
Star growth, last 7 days: +61 +0.1%
Commit velocity, last 7 days: +101 +0.3%

Website GitHub

streamlit/streamlit

Streamlit — A faster way to build and share data apps.

AI dev

Stack

Python npm PEP 517 Yarn

GitHub topics

#data-analysis #data-science #data-visualization #deep-learning #developer-tools #machine-learning

Updated: 2026-07-16
Lists: 3 list mentions
First commit: 2018-01-10
History: 26 history points
License: Apache-2.0
Issues: 1,281 open

45,259

stars

Forks: 4,322
Commits: 10,115 commits
Star growth, last 7 days: +61 +0.1%
Commit velocity, last 7 days: +52 +0.5%

Website GitHub

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.

AI dev

Stack

Python Celery FastAPI pytest React Maven npm PEP 517

GitHub topics

#data-science #deep-learning #deployment #distributed #hyperparameter-optimization #hyperparameter-search

Updated: 2026-07-16
Lists: 4 list mentions
First commit: 2016-02-07
History: 8 history points
License: Apache-2.0
Issues: 3,449 open

43,253

stars

Forks: 7,796
Commits: 31,066 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

gradio-app/gradio

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

AI dev

Stack

Python npm PEP 517 pip

GitHub topics

#data-analysis #data-science #data-visualization #deep-learning #deploy #gradio

Updated: 2026-07-17
Lists: 4 list mentions
First commit: 2018-09-19
History: 30 history points
License: Apache-2.0
Issues: 213 open

43,149

stars

Forks: 3,551
Commits: 8,661 commits
Star growth, last 7 days: +32 +0.1%
Commit velocity, last 7 days: +12 +0.1%

Website GitHub

microsoft/Data-Science-For-Beginners

10 Weeks, 20 Lessons, Data Science for All!

AI dev

Stack

Jupyter Notebook Vue npm

GitHub topics

#data-analysis #data-science #data-visualization #microsoft-for-beginners #pandas #python

Updated: 2026-07-06
Lists: 1 list mention
First commit: 2021-03-03
History: 5 history points
License: MIT
Issues: 5 open

36,222

stars

Forks: 7,327
Commits: 2,134 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

GitHub

explosion/spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

Stack

Python npm PEP 517 pip

GitHub topics

#ai #artificial-intelligence #cython #data-science #deep-learning #entity-linking

Updated: 2026-05-19
Lists: 3 list mentions
First commit: 2014-07-03
History: 28 history points
License: MIT
Issues: 225 open

33,746

stars

Forks: 4,692
Commits: 16,313 commits
Star growth, last 7 days: +10 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

Lightning-AI/pytorch-lightning

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

Stack

Python FastAPI pytest PEP 517 pip

GitHub topics

#ai #artificial-intelligence #data-science #deep-learning #machine-learning #python

Updated: 2026-07-14
Lists: 3 list mentions
First commit: 2019-03-31
History: 10 history points
License: Apache-2.0
Issues: 1,042 open

31,236

stars

Forks: 3,757
Commits: 11,111 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

reflex-dev/reflex

🕸️ Web apps in pure Python 🐍

AI dev

Stack

Python FastAPI pytest React Starlette Bun npm PEP 517

GitHub topics

#dashboard #data-analysis #data-science #data-visualization #developer-tools #framework

Updated: 2026-07-08
Lists: 1 list mention
First commit: 2022-11-18
History: 7 history points
License: Apache-2.0
Issues: 281 open

28,641

stars

Forks: 1,746
Commits: 3,218 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

fastai/fastbook

The fastai book, published as Jupyter Notebooks

Stack

Jupyter Notebook pip

GitHub topics

#book #data-science #deep-learning #fastai #machine-learning #notebooks

Updated: 2024-08-16
Lists: 0 list mentions
First commit: 2020-02-28
History: 22 history points
License: NOASSERTION
Issues: 179 open

25,126

stars

Forks: 9,487
Commits: 496 commits
Star growth, last 7 days: +19 +0.1%
Commit velocity, last 7 days: 0 0.0%

GitHub

plotly/dash

Data Apps & Dashboards for Python. No JavaScript Required.

AI dev

Stack

Python Celery FastAPI Flask pytest npm pip Yarn

GitHub topics

#ai #bioinformatics #charting #dash #dashboards #data-science

Updated: 2026-07-10
Lists: 2 list mentions
First commit: 2015-04-10
History: 5 history points
License: MIT
Issues: 543 open

24,307

stars

Forks: 2,307
Commits: 9,902 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

lukasmasuch/best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

GitHub topics

#automl #chatgpt #data-analysis #data-science #data-visualization #data-visualizations

Updated: 2026-07-02
Lists: 2 list mentions
First commit: 2020-11-29
History: 4 history points
License: CC-BY-SA-4.0
Issues: 50 open

23,659

stars

Forks: 3,138
Commits: 628 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

sinaptik-ai/pandas-ai

Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.

Stack

Python PEP 517 Poetry

GitHub topics

#ai #csv #data #data-analysis #data-science #data-visualization

Updated: 2025-10-28
Lists: 1 list mention
First commit: 2023-04-22
History: 25 history points
License: NOASSERTION
Issues: 21 open

23,655

stars

Forks: 2,337
Commits: 1,416 commits
Star growth, last 7 days: +16 +0.1%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

PrefectHQ/prefect

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

AI dev

Stack

Python FastAPI pytest React Starlette npm PEP 517 pip

GitHub topics

#automation #data #data-engineering #data-ops #data-science #infrastructure

Updated: 2026-07-16
Lists: 3 list mentions
First commit: 2021-07-12
History: 49 history points
License: Apache-2.0
Issues: 814 open

23,412

stars

Forks: 2,410
Commits: 21,775 commits
Star growth, last 7 days: +489 +2.1%
Commit velocity, last 7 days: +17 +0.1%

Website GitHub

matplotlib/matplotlib

matplotlib: plotting with Python

Stack

Python pytest Tornado Meson npm uv

GitHub topics

#data-science #data-visualization #gtk #matplotlib #plotting #python

Updated: 2026-07-07
Lists: 3 list mentions
First commit: 2003-05-12
History: 9 history points
License: Unknown
Issues: 1,477 open

22,966

stars

Forks: 8,385
Commits: 54,882 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

marimo-team/marimo

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

AI dev

Stack

Python npm PEP 517 pip

GitHub topics

#artificial-intelligence #dag #data-science #data-visualization #dataflow #developer-tools

Updated: 2026-07-17
Lists: 2 list mentions
First commit: 2023-08-14
History: 28 history points
License: Apache-2.0
Issues: 605 open

21,871

stars

Forks: 1,174
Commits: 6,391 commits
Star growth, last 7 days: +77 +0.4%
Commit velocity, last 7 days: +24 +0.4%

Website GitHub

akfamily/akshare

AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库

Stack

Python PEP 517 pip

GitHub topics

#academic #akshare #asset-pricing #bond #currency #data

Updated: 2026-05-27
Lists: 2 list mentions
First commit: 2025-03-30
History: 8 history points
License: MIT
Issues: 39 open

20,936

stars

Forks: 3,336
Commits: 838 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

stefan-jansen/machine-learning-for-trading

Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.

Stack

Jupyter Notebook Jupyter pytest PEP 517 uv

GitHub topics

#algorithmic-trading #artificial-intelligence #backtesting #data-science #deep-learning #finance

Updated: 2026-07-01
Lists: 1 list mention
First commit: 2019-02-08
History: 2 history points
License: MIT
Issues: 1 open

19,494

stars

Forks: 5,359
Commits: 362 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

ipython/ipython

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

Stack

Python pytest PEP 517 pip

GitHub topics

#closember #data-science #hacktoberfest #ipython #jupyter #notebook

Updated: 2026-07-10
Lists: 1 list mention
First commit: 2005-07-06
History: 2 history points
License: BSD-3-Clause
Issues: 1,336 open

16,739

stars

Forks: 4,491
Commits: 28,591 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

piskvorky/gensim

Topic Modelling for Humans

Stack

Python PEP 517 pip

GitHub topics

#data-mining #data-science #document-similarity #fasttext #gensim #information-retrieval

Updated: 2025-11-01
Lists: 1 list mention
First commit: 2009-08-31
History: 7 history points
License: LGPL-2.1
Issues: 435 open

16,461

stars

Forks: 4,404
Commits: 4,594 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

dagster-io/dagster

An orchestration platform for the development, production, and observation of data assets.

AI dev

Stack

Python FastAPI Flask LangChain Next.js npm PEP 517 pip

GitHub topics

#analytics #dagster #data-engineering #data-integration #data-orchestrator #data-pipelines

Updated: 2026-07-06
Lists: 4 list mentions
First commit: 2018-04-30
History: 9 history points
License: Apache-2.0
Issues: 2,568 open

15,795

stars

Forks: 2,184
Commits: 27,770 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

treeverse/dvc

🦉 Data Versioning and ML Experiments

Stack

Python PEP 517

GitHub topics

#ai #data-science #data-version-control #developer-tools #machine-learning #reproducibility

Updated: 2026-07-14
Lists: 3 list mentions
First commit: 2017-03-04
History: 28 history points
License: Apache-2.0
Issues: 191 open

15,755

stars

Forks: 1,313
Commits: 9,566 commits
Star growth, last 7 days: +16 +0.1%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

mwaskom/seaborn

Statistical data visualization in Python

Stack

Python pytest uv

GitHub topics

#data-science #data-visualization #matplotlib #pandas #python

Updated: 2026-07-06
Lists: 2 list mentions
First commit: 2012-06-18
History: 9 history points
License: BSD-3-Clause
Issues: 215 open

13,940

stars

Forks: 2,119
Commits: 3,261 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

Data-Centric-AI-Community/fg-data-profiling

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

Stack

Python PEP 517 pip

GitHub topics

#big-data-analytics #data-analysis #data-exploration #data-profiling #data-quality #data-science

Updated: 2026-04-22
Lists: 2 list mentions
First commit: 2016-01-09
History: 50 history points
License: MIT
Issues: 324 open

13,643

stars

Forks: 1,796
Commits: 1,585 commits
Star growth, last 7 days: +4 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

jpmorganchase/python-training

Python training for business analysts and traders

Stack

Jupyter Notebook pip

GitHub topics

#banking #binder #binder-ready #cib #data-science #finance

Updated: 2024-07-17
Lists: 1 list mention
First commit: 2019-07-25
History: 2 history points
License: Apache-2.0
Issues: 0 open

13,617

stars

Forks: 2,207
Commits: 68 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

Search awesome repositories

Find repositories

Put your repository first

How it works

Pricing

How it works

Pricing