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202 repos shown

Topic: data-science

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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: 2026-09-12
Lists: 1 list mention
First commit: 2021-02-05
History: 7 history points
License: MIT
Issues: 21 open

90,419

stars

Forks: 22,281
Commits: 2,357 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

apache/superset

Apache Superset is a Data Visualization and Data Exploration Platform

AI dev

Stack

Python Celery Express Flask pytest npm PEP 517 pip

GitHub topics

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

Updated: 2026-10-17
Lists: 7 list mentions
First commit: 2015-07-02
History: 152 history points
License: Apache-2.0
Issues: 586 open

75,176

stars

Forks: 18,481
Commits: 23,792 commits
Star growth, last 7 days: +74 +0.1%
Commit velocity, last 7 days: +153 +0.6%

Website GitHub

scikit-learn/scikit-learn

scikit-learn: machine learning in Python

AI dev

Stack

Python Meson PEP 517 pip

GitHub topics

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

Updated: 2026-09-12
Lists: 3 list mentions
First commit: 2010-01-05
History: 10 history points
License: BSD-3-Clause
Issues: 2,160 open

67,234

stars

Forks: 27,390
Commits: 33,993 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

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: 2026-10-16
Lists: 4 list mentions
First commit: 2015-03-28
History: 151 history points
License: Apache-2.0
Issues: 233 open

64,378

stars

Forks: 19,799
Commits: 12,919 commits
Star growth, last 7 days: +14 0.0%
Commit velocity, last 7 days: +56 +0.4%

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: 2026-09-29
Lists: 3 list mentions
First commit: 2009-07-31
History: 11 history points
License: BSD-3-Clause
Issues: 2,522 open

49,860

stars

Forks: 20,446
Commits: 39,157 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: 7 history points
License: MIT
Issues: 25 open

49,398

stars

Forks: 7,753
Commits: 19 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

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: 2026-10-17
Lists: 7 list mentions
First commit: 2014-10-06
History: 154 history points
License: Apache-2.0
Issues: 1,932 open

47,194

stars

Forks: 18,051
Commits: 42,128 commits
Star growth, last 7 days: +49 +0.1%
Commit velocity, last 7 days: +168 +0.4%

Website GitHub

streamlit/streamlit

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

AI dev

Stack

Python pytest React Starlette Streamlit npm PEP 517 uv

GitHub topics

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

Updated: 2026-09-11
Lists: 3 list mentions
First commit: 2018-01-10
History: 44 history points
License: Apache-2.0
Issues: 1,166 open

45,735

stars

Forks: 4,374
Commits: 10,607 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

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: 2026-09-11
Lists: 5 list mentions
First commit: 2016-02-07
History: 10 history points
License: Apache-2.0
Issues: 3,571 open

43,770

stars

Forks: 8,019
Commits: 31,669 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

gradio-app/gradio

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

AI dev

Stack

Python FastAPI Gradio LangChain LlamaIndex npm PEP 517 pip

GitHub topics

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

Updated: 2026-09-16
Lists: 4 list mentions
First commit: 2018-09-19
History: 48 history points
License: Apache-2.0
Issues: 121 open

43,542

stars

Forks: 3,599
Commits: 8,811 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

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: 2026-09-09
Lists: 1 list mention
First commit: 2021-03-03
History: 7 history points
License: MIT
Issues: 14 open

36,893

stars

Forks: 7,464
Commits: 2,207 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

explosion/spaCy

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

Stack

Python Next.js pytest React npm PEP 517 pip

GitHub topics

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

Updated: 2026-08-24
Lists: 3 list mentions
First commit: 2014-07-03
History: 46 history points
License: MIT
Issues: 240 open

33,892

stars

Forks: 4,721
Commits: 16,327 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

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: 2026-09-07
Lists: 3 list mentions
First commit: 2019-03-31
History: 12 history points
License: Apache-2.0
Issues: 1,083 open

31,324

stars

Forks: 3,791
Commits: 11,129 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

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: 2026-10-06
Lists: 1 list mention
First commit: 2022-11-18
History: 10 history points
License: Apache-2.0
Issues: 363 open

28,939

stars

Forks: 1,791
Commits: 3,622 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: 40 history points
License: NOASSERTION
Issues: 179 open

25,287

stars

Forks: 9,475
Commits: 496 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

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: 2026-10-15
Lists: 4 list mentions
First commit: 2015-04-10
History: 8 history points
License: MIT
Issues: 433 open

24,456

stars

Forks: 2,329
Commits: 10,295 commits
Star growth, last 7 days: 0 0.0%
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: 2026-10-16
Lists: 3 list mentions
First commit: 2021-07-12
History: 136 history points
License: Apache-2.0
Issues: 902 open

24,026

stars

Forks: 2,590
Commits: 22,190 commits
Star growth, last 7 days: +25 +0.1%
Commit velocity, last 7 days: +17 +0.1%

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: 2026-10-01
Lists: 2 list mentions
First commit: 2020-11-29
History: 7 history points
License: CC-BY-SA-4.0
Issues: 58 open

23,840

stars

Forks: 3,150
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 FastAPI pytest Starlette Poetry

GitHub topics

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

Updated: 2025-10-28
Lists: 2 list mentions
First commit: 2023-04-22
History: 43 history points
License: NOASSERTION
Issues: 22 open

23,792

stars

Forks: 2,342
Commits: 1,416 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

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: 2026-10-08
Lists: 3 list mentions
First commit: 2003-05-12
History: 12 history points
License: Unknown
Issues: 1,489 open

23,343

stars

Forks: 8,502
Commits: 55,445 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

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 pytest pip uv

GitHub topics

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

Updated: 2026-09-23
Lists: 2 list mentions
First commit: 2025-03-30
History: 11 history points
License: MIT
Issues: 4 open

22,755

stars

Forks: 3,524
Commits: 878 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 pytest React Starlette Tailwind CSS npm pip pnpm

GitHub topics

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

Updated: 2026-09-11
Lists: 2 list mentions
First commit: 2023-08-14
History: 46 history points
License: Apache-2.0
Issues: 599 open

22,714

stars

Forks: 1,259
Commits: 6,692 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.

AI dev

Stack

Jupyter Notebook Jupyter pytest PEP 517 uv

GitHub topics

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

Updated: 2026-09-24
Lists: 1 list mention
First commit: 2019-02-08
History: 5 history points
License: MIT
Issues: 1 open

21,025

stars

Forks: 5,639
Commits: 1,109 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 #python

Updated: 2026-10-09
Lists: 2 list mentions
First commit: 2005-07-06
History: 5 history points
License: BSD-3-Clause
Issues: 1,322 open

16,793

stars

Forks: 4,536
Commits: 28,700 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: 10 history points
License: LGPL-2.1
Issues: 440 open

16,498

stars

Forks: 4,401
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: 2026-10-12
Lists: 5 list mentions
First commit: 2018-04-30
History: 13 history points
License: Apache-2.0
Issues: 2,590 open

16,282

stars

Forks: 2,354
Commits: 28,117 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

treeverse/dvc

🦉 Data Versioning and ML Experiments

Stack

Python Celery pytest PEP 517

GitHub topics

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

Updated: 2026-09-14
Lists: 4 list mentions
First commit: 2017-03-04
History: 47 history points
License: Apache-2.0
Issues: 210 open

15,875

stars

Forks: 1,327
Commits: 9,568 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

microsoft/RD-Agent

Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are committed to automating these high-value generic R&D processes through R&D-Agent, which lets AI drive data-driven AI. 🔗https://aka.ms/RD-Agent-Tech-Report

AI dev

Stack

Python Flask LangChain pytest Streamlit npm PEP 517 pip

GitHub topics

#agent #ai #automation #data-mining #data-science #development

Updated: 2026-09-04
Lists: 1 list mention
First commit: 2024-04-03
History: 1 history point
License: MIT
Issues: 218 open

14,535

stars

Forks: 1,890
Commits: 1,018 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

jpmorganchase/python-training

Python training for business analysts and traders

Stack

Jupyter Notebook Tornado pip Pipenv

GitHub topics

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

Updated: 2026-08-24
Lists: 1 list mention
First commit: 2019-07-25
History: 5 history points
License: Apache-2.0
Issues: 0 open

14,171

stars

Forks: 2,272
Commits: 78 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

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: 12 history points
License: BSD-3-Clause
Issues: 239 open

14,060

stars

Forks: 2,143
Commits: 3,261 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

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