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: 21,464
Awesome lists tracked: 149
Current results: 521

Find repositories

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

Unsure which signals matter? Read the repository shortlisting guide.

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

521 repos shown

Topic: machine-learning

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.

DistrictDataLabs/yellowbrick

Visual analysis and diagnostic tools to facilitate machine learning model selection.

Stack

Python pytest pip

GitHub topics

#anaconda #estimator #machine-learning #matplotlib #model-selection #python

Updated: 2025-02-19
Lists: 1 list mention
First commit: 2016-05-18
History: 9 history points
License: Apache-2.0
Issues: 117 open

4,406

stars

Forks: 570
Commits: 901 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

microsoft/FLAML

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

AI dev

Stack

Jupyter Notebook Jupyter pytest React npm PEP 517 pip

GitHub topics

#automated-machine-learning #automl #classification #data-science #deep-learning #finetuning

Updated: 2026-09-09
Lists: 1 list mention
First commit: 2020-12-04
History: 7 history points
License: MIT
Issues: 179 open

4,391

stars

Forks: 563
Commits: 903 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

IDSIA/sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

Stack

Python pytest PEP 517 pip

GitHub topics

#infrastructure #machine-learning #mongodb #python #reproducibility #reproducible-research

Updated: 2025-10-22
Lists: 2 list mentions
First commit: 2014-03-31
History: 9 history points
License: MIT
Issues: 108 open

4,381

stars

Forks: 392
Commits: 1,354 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

zvtvz/zvt

modular quant framework.

Stack

Python FastAPI pytest PEP 517 pip

GitHub topics

#algorithmic-trading #backtesting #cryptocurrency #fintech #fundamental-analysis #machine-learning

Updated: 2026-07-01
Lists: 1 list mention
First commit: 2019-04-30
History: 5 history points
License: MIT
Issues: 22 open

4,316

stars

Forks: 1,014
Commits: 887 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

shashankvemuri/Finance

Python toolkit for quantitative finance: stock analysis, technical indicators, strategy backtesting, portfolio optimization, and financial modeling.

AI dev

Stack

Python pytest Streamlit PEP 517

GitHub topics

#algorithmic-trading #data-science #finance #machine-learning #pandas #python

Updated: 2026-09-12
Lists: 1 list mention
First commit: 2020-02-09
History: 5 history points
License: MIT
Issues: 4 open

4,292

stars

Forks: 374
Commits: 1,279 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

Nixtla/neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.

Stack

Python pytest Tornado pip uv

GitHub topics

#baselines #baselines-zoo #deep-learning #deep-neural-networks #deepar #esrnn

Updated: 2026-10-06
Lists: 1 list mention
First commit: 2021-04-26
History: 9 history points
License: Apache-2.0
Issues: 12 open

4,277

stars

Forks: 510
Commits: 1,424 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

SylphAI-Inc/AdalFlow

AdalFlow: The library to build & auto-optimize LLM applications.

Stack

Python FastAPI Jupyter pytest pip Poetry

GitHub topics

#agent #ai #auto-prompting #bm25 #chatbot #faiss

Updated: 2026-05-29
Lists: 3 list mentions
First commit: 2024-04-19
History: 7 history points
License: MIT
Issues: 68 open

4,213

stars

Forks: 387
Commits: 1,939 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

kubeflow/pipelines

Machine Learning Pipelines for Kubeflow

AI dev

Stack

Go Cobra Express gRPC Go pytest Go modules npm PEP 517

GitHub topics

#data-science #kubeflow #kubeflow-pipelines #kubernetes #machine-learning #mlops

Updated: 2026-09-10
Lists: 1 list mention
First commit: 2018-05-12
History: 7 history points
License: Apache-2.0
Issues: 477 open

4,209

stars

Forks: 2,113
Commits: 7,424 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

SwanHubX/SwanLab

⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.

Stack

Python gRPC Go pytest Go modules npm uv

GitHub topics

#ai-infra #data-science #deep-learning #llm #logging #machine-learning

Updated: 2026-09-10
Lists: 1 list mention
First commit: 2023-11-24
History: 1 history point
License: Apache-2.0
Issues: 58 open

4,204

stars

Forks: 219
Commits: 1,017 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

bragai/bRAG-langchain

Everything you need to know to build your own RAG application

Stack

Jupyter Notebook LangChain pip

GitHub topics

#agentic-rag #ai #chatbot #llm #machine-learning #python

Updated: 2026-08-03
Lists: 1 list mention
First commit: 2024-11-08
History: 2 history points
License: NOASSERTION
Issues: 4 open

4,191

stars

Forks: 509
Commits: 62 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

opengeos/segment-geospatial

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

Stack

Python FastAPI pytest PEP 517 pip

GitHub topics

#artificial-intelligence #deep-learning #geopython #geospatial #machine-learning #segment-anything

Updated: 2026-10-12
Lists: 1 list mention
First commit: 2023-04-19
History: 1 history point
License: MIT
Issues: 8 open

4,165

stars

Forks: 447
Commits: 368 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

higgsfield-ai/higgsfield

Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters

Stack

Jupyter Notebook pip Poetry

GitHub topics

#cluster-management #deep-learning #distributed #llama #llama2 #llm

Updated: 2024-05-25
Lists: 2 list mentions
First commit: 2023-10-10
History: 1 history point
License: Apache-2.0
Issues: 9 open

4,149

stars

Forks: 707
Commits: 44 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

orchest/orchest

Build data pipelines, the easy way 🛠️

Archived

Stack

TypeScript Celery Cobra Flask gRPC Go Go modules npm PEP 517

GitHub topics

#airflow #cloud #dag #data-pipelines #data-science #deployment

Updated: 2023-06-06
Lists: 1 list mention
First commit: 2019-11-28
History: 5 history points
License: Apache-2.0
Issues: 130 open

4,131

stars

Forks: 258
Commits: 9,688 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

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.

Stack

Python Jupyter pytest Tornado pip

GitHub topics

#data-drift #data-science #data-validation #deep-learning #html-report #jupyter-notebook

Updated: 2025-12-28
Lists: 3 list mentions
First commit: 2021-10-11
History: 9 history points
License: NOASSERTION
Issues: 267 open

4,052

stars

Forks: 303
Commits: 1,504 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

iree-org/iree

A retargetable MLIR-based machine learning compiler and runtime toolkit.

Stack

C++ pytest CMake PEP 517 pip

GitHub topics

#compiler #cuda #jax #machine-learning #mlir #onnx

Updated: 2026-09-10
Lists: 1 list mention
First commit: 2019-09-18
History: 7 history points
License: Apache-2.0
Issues: 1,690 open

3,923

stars

Forks: 1,004
Commits: 20,418 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

huggingface/huggingface_hub

The official CLI and Python client for the Hugging Face Hub.

AI dev

Stack

Python PEP 517 pip

GitHub topics

#deep-learning #hacktoberfest #machine-learning #model-hub #models #natural-language-processing

Updated: 2026-09-09
Lists: 1 list mention
First commit: 2020-12-22
History: 7 history points
License: Apache-2.0
Issues: 174 open

3,879

stars

Forks: 1,193
Commits: 2,714 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

aurelio-labs/semantic-router

Superfast AI decision making and intelligent processing of multi-modal data.

AI dev

Stack

Python pytest Tornado uv

GitHub topics

#ai #artificial-intelligence #chatbot #computer-vision #generative-ai #machine-learning

Updated: 2026-08-24
Lists: 1 list mention
First commit: 2023-10-30
History: 7 history points
License: MIT
Issues: 92 open

3,872

stars

Forks: 365
Commits: 2,394 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

Netflix/maestro

Maestro: Netflix’s Workflow Orchestrator

Stack

Java Spring Boot Gradle

GitHub topics

#agentic-workflow #analytics #automation #batch-processing #dag #data-engineering

Updated: 2026-09-03
Lists: 1 list mention
First commit: 2024-04-17
History: 7 history points
License: Apache-2.0
Issues: 58 open

3,834

stars

Forks: 311
Commits: 173 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

benfred/implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

Stack

Python pytest CMake PEP 517 pip

GitHub topics

#collaborative-filtering #machine-learning #matrix-factorization #recommendation #recommendation-system #recommender-system

Updated: 2026-05-08
Lists: 1 list mention
First commit: 2016-04-17
History: 10 history points
License: MIT
Issues: 97 open

3,818

stars

Forks: 631
Commits: 453 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

ravenscroftj/turbopilot

Turbopilot is an open source large-language-model based code completion engine that runs locally on CPU

Archived

Stack

C++ CMake pip

GitHub topics

#code-completion #cpp #language-model #machine-learning

Updated: 2023-09-30
Lists: 1 list mention
First commit: 2023-04-09
History: 9 history points
License: BSD-3-Clause
Issues: 18 open

3,769

stars

Forks: 120
Commits: 304 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

polyaxon/polyaxon

AI Infra / AI Orchestration / AI Control Plane

Stack

MDX

GitHub topics

#agents #artificial-intelligence #data-science #deep-learning #harness #hyperparameter-optimization

Updated: 2026-10-13
Lists: 4 list mentions
First commit: 2016-03-25
History: 9 history points
License: Apache-2.0
Issues: 125 open

3,745

stars

Forks: 329
Commits: 10,463 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

cbamls/AI_Tutorial

大厂发布的AI落地实践、顶尖实验室的最新论文、工业界的真实踩坑记录

GitHub topics

#ai-agent #artificial-intelligence #artificial-intelligence-algorithms #llm #machine-learning #recommender-systems

Updated: 2026-06-09
Lists: 1 list mention
First commit: 2018-12-04
History: 2 history points
License: Unknown
Issues: 0 open

3,699

stars

Forks: 518
Commits: 14,371 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

hemansnation/AI-Engineer-Headquarters

A collection of scientific methods, processes, algorithms, and systems to build stories & models.

Stack

Jupyter Notebook FastAPI Flask LangChain LlamaIndex npm pip

GitHub topics

#ai #ai-agents #aiengineering #data-structures-and-algorithms #deep-learning #langchain

Updated: 2025-11-07
Lists: 1 list mention
First commit: 2022-03-29
History: 1 history point
License: Unknown
Issues: 17 open

3,677

stars

Forks: 698
Commits: 215 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

rio-labs/rio

WebApps in pure Python. No JavaScript, HTML and CSS needed

AI dev

Stack

Python FastAPI pytest Vite npm uv

GitHub topics

#app #crud-application #data-analysis #data-science #data-visualization #developer-tools

Updated: 2026-08-31
Lists: 0 list mentions
First commit: 2024-04-03
History: 42 history points
License: Apache-2.0
Issues: 75 open

3,646

stars

Forks: 158
Commits: 1,927 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

vijishmadhavan/ArtLine

A Deep Learning based project for creating line art portraits.

Stack

Jupyter Notebook

GitHub topics

#ai #art-portraits #colab #creative-coding #deep-learning #generative-art

Updated: 2023-03-03
Lists: 0 list mentions
First commit: 2020-11-23
History: 40 history points
License: MIT
Issues: 19 open

3,634

stars

Forks: 372
Commits: 191 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

ploomber/ploomber

The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️

Archived

Stack

Python PEP 517 pip

GitHub topics

#data-engineering #data-science #jupyter #jupyter-notebooks #machine-learning #mlops

Updated: 2025-05-29
Lists: 1 list mention
First commit: 2020-01-20
History: 5 history points
License: Apache-2.0
Issues: 110 open

3,619

stars

Forks: 244
Commits: 3,061 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

sdv-dev/SDV

Synthetic data generation for tabular data

Stack

Python Jupyter pytest PEP 517 pip

GitHub topics

#data-generation #deep-learning #gan #gans #generative-adversarial-network #generative-ai

Updated: 2026-09-09
Lists: 1 list mention
First commit: 2018-05-11
History: 7 history points
License: NOASSERTION
Issues: 161 open

3,554

stars

Forks: 420
Commits: 2,304 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

jmschrei/pomegranate

Fast, flexible and easy to use probabilistic modelling in Python.

Stack

Python pip

GitHub topics

#machine-learning #probabilistic-graphical-models #python #pytorch

Updated: 2025-03-06
Lists: 2 list mentions
First commit: 2014-11-24
History: 9 history points
License: MIT
Issues: 44 open

3,547

stars

Forks: 597
Commits: 996 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

ml-tooling/ml-workspace

🛠 All-in-one web-based IDE specialized for machine learning and data science.

Stack

Jupyter Notebook FastAPI Flask .NET SDK pip

GitHub topics

#anaconda #data-analysis #data-science #data-visualization #deep-learning #docker

Updated: 2024-07-26
Lists: 3 list mentions
First commit: 2019-05-27
History: 8 history points
License: Apache-2.0
Issues: 0 open

3,546

stars

Forks: 456
Commits: 847 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

edtechre/pybroker

Algorithmic Trading in Python with Machine Learning

AI dev

Stack

Python Jupyter pytest PEP 517 pip

GitHub topics

#ai #algorithmic-trading #algotrading #artificial-intelligence #backtesting #crypto

Updated: 2026-09-21
Lists: 2 list mentions
First commit: 2023-01-16
History: 5 history points
License: NOASSERTION
Issues: 9 open

3,545

stars

Forks: 451
Commits: 1,259 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

Search awesome repositories

Find repositories

Put your repository first

How it works

Pricing

How it works

Pricing