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Awesome Machine Learning
A curated list of awesome Machine Learning frameworks, libraries and software.
josephmisiti/awesome-machine-learning
- List stars
- 74,596
- README repos
- 887
- Indexed repos
- 149
- List commits
- -
- Forks
- 15,677
- Open issues
- 23
Tracked list growth
GitHub stars and default-branch commits for josephmisiti/awesome-machine-learning.
Latest scan 2026-10-17 10:50
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GitHub starsCommits history
Default branch commits
Latest repo push 2026-10-17
pytorch/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
AI dev
GitHub topics
- Updated
- 2026-09-10
- Lists
- 5 list mentions
- First commit
- 2012-01-25
- License
- NOASSERTION
- Issues
- 17,639 open
102,884
stars
- Forks
- 29,174
- Commits
- 110,164 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
streamlit/streamlit
Streamlit — A faster way to build and share data apps.
AI dev
- Updated
- 2026-09-11
- Lists
- 3 list mentions
- First commit
- 2018-01-10
- 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
apache/spark
Apache Spark - A unified analytics engine for large-scale data processing
AI dev
- Updated
- 2026-09-09
- Lists
- 4 list mentions
- First commit
- 2010-03-29
- License
- Apache-2.0
- Issues
- 518 open
43,961
stars
- Forks
- 29,365
- Commits
- 50,040 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
gradio-app/gradio
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
AI dev
GitHub topics
- Updated
- 2026-09-16
- Lists
- 4 list mentions
- First commit
- 2018-09-19
- 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
qdrant/qdrant
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
- Updated
- 2026-10-07
- Lists
- 5 list mentions
- First commit
- 2020-05-30
- License
- Apache-2.0
- Issues
- 750 open
34,968
stars
- Forks
- 2,729
- Commits
- 7,117 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
deepset-ai/haystack
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.
AI dev
GitHub topics
- Updated
- 2026-09-10
- Lists
- 6 list mentions
- First commit
- 2019-11-14
- License
- Apache-2.0
- Issues
- 130 open
26,472
stars
- Forks
- 3,111
- Commits
- 6,238 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
pyg-team/pytorch_geometric
Graph Neural Network Library for PyTorch
- Updated
- 2026-09-01
- Lists
- 3 list mentions
- First commit
- 2017-10-06
- License
- MIT
- Issues
- 1,330 open
24,070
stars
- Forks
- 4,046
- Commits
- 7,999 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
comet-ml/opik
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
AI dev
GitHub topics
- Updated
- 2026-10-16
- Lists
- 11 list mentions
- First commit
- 2024-09-02
- License
- Apache-2.0
- Issues
- 189 open
22,644
stars
- Forks
- 1,864
- Commits
- 7,548 commits
- Star growth, last 7 days
- +29 +0.1%
- Commit velocity, last 7 days
- +22 +0.3%
optuna/optuna
A hyperparameter optimization framework
- Updated
- 2026-09-07
- Lists
- 4 list mentions
- First commit
- 2018-01-11
- License
- MIT
- Issues
- 22 open
14,767
stars
- Forks
- 1,383
- Commits
- 21,707 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
pycaret/pycaret
Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.
AI dev
GitHub topics
- Updated
- 2026-07-23
- Lists
- 2 list mentions
- First commit
- 2019-11-23
- License
- NOASSERTION
- Issues
- 34 open
9,851
stars
- Forks
- 1,842
- Commits
- 5,492 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
arogozhnikov/einops
Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
- Updated
- 2026-08-26
- Lists
- 2 list mentions
- First commit
- 2018-09-22
- License
- MIT
- Issues
- 38 open
9,591
stars
- Forks
- 399
- Commits
- 750 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
MervinPraison/PraisonAI
PraisonAI 🦞 — Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous self-improving agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, RAG, and support for 100+ LLMs.
AI dev
GitHub topics
- Updated
- 2026-09-09
- Lists
- 7 list mentions
- First commit
- 2024-03-19
- License
- MIT
- Issues
- 94 open
9,039
stars
- Forks
- 1,439
- Commits
- 9,190 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
LaurentMazare/tch-rs
Rust bindings for the C++ api of PyTorch.
GitHub topics
- Updated
- 2026-08-23
- Lists
- 3 list mentions
- First commit
- 2019-02-16
- License
- Apache-2.0
- Issues
- 248 open
5,498
stars
- Forks
- 457
- Commits
- 960 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
rasbt/mlxtend
A library of extension and helper modules for Python's data analysis and machine learning libraries.
- Updated
- 2026-09-29
- Lists
- 2 list mentions
- First commit
- 2014-08-14
- License
- NOASSERTION
- Issues
- 160 open
5,183
stars
- Forks
- 920
- Commits
- 1,709 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
infiniflow/infinity
The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.
AI dev
- Updated
- 2026-09-09
- Lists
- 4 list mentions
- First commit
- 2022-07-18
- License
- Apache-2.0
- Issues
- 122 open
4,706
stars
- Forks
- 443
- Commits
- 3,171 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
Agent-Field/agentfield
Build, run and scale AI agents like API and microservices
AI dev
- Updated
- 2026-10-17
- Lists
- 3 list mentions
- First commit
- 2025-11-05
- License
- Apache-2.0
- Issues
- 35 open
2,612
stars
- Forks
- 430
- Commits
- 1,728 commits
- Star growth, last 7 days
- +2 +0.1%
- Commit velocity, last 7 days
- +10 +0.6%
kayba-ai/agentic-context-engine
🧠 Make your agents learn from experience. Now available as a hosted solution at kayba.ai
AI dev
GitHub topics
- Updated
- 2026-09-24
- Lists
- 3 list mentions
- First commit
- 2025-10-11
- License
- Apache-2.0
- Issues
- 11 open
2,601
stars
- Forks
- 314
- Commits
- 944 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
doobidoo/mcp-memory-service
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
AI dev
GitHub topics
- Updated
- 2026-10-02
- Lists
- 2 list mentions
- First commit
- 2024-12-26
- License
- Apache-2.0
- Issues
- 28 open
1,980
stars
- Forks
- 340
- Commits
- 3,500 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
cltk/cltk
The Classical Language Toolkit
- Updated
- 2026-08-01
- Lists
- 2 list mentions
- First commit
- 2014-01-12
- License
- MIT
- Issues
- 4 open
923
stars
- Forks
- 342
- Commits
- 4,034 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history