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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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Latest repo push 2026-10-17
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
- Updated
- 2026-09-11
- Lists
- 5 list mentions
- First commit
- 2016-02-07
- 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
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
hpcaitech/ColossalAI
Making large AI models cheaper, faster and more accessible
- Updated
- 2026-08-31
- Lists
- 4 list mentions
- First commit
- 2021-10-28
- License
- Apache-2.0
- Issues
- 504 open
41,441
stars
- Forks
- 4,493
- Commits
- 3,977 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
promptfoo/promptfoo
Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic.
AI dev
GitHub topics
- Updated
- 2026-10-14
- Lists
- 9 list mentions
- First commit
- 2023-03-31
- License
- MIT
- Issues
- 713 open
25,991
stars
- Forks
- 2,476
- Commits
- 10,381 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
plotly/dash
Data Apps & Dashboards for Python. No JavaScript Required.
AI dev
GitHub topics
- Updated
- 2026-10-15
- Lists
- 4 list mentions
- First commit
- 2015-04-10
- 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%
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%
RunanywhereAI/runanywhere-sdks
Production ready toolkit to run AI locally
AI dev
GitHub topics
- Updated
- 2026-09-08
- Lists
- 2 list mentions
- First commit
- 2025-07-22
- License
- NOASSERTION
- Issues
- 77 open
10,285
stars
- Forks
- 372
- Commits
- 4,137 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
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
cortexlabs/cortex
Production infrastructure for machine learning at scale
GitHub topics
- Updated
- 2024-06-12
- Lists
- 2 list mentions
- First commit
- 2019-01-24
- License
- Apache-2.0
- Issues
- 132 open
8,009
stars
- Forks
- 591
- Commits
- 2,327 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
clearml/clearml
ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution
GitHub topics
- Updated
- 2026-09-09
- Lists
- 2 list mentions
- First commit
- 2019-06-10
- License
- Apache-2.0
- Issues
- 525 open
6,861
stars
- Forks
- 797
- Commits
- 2,848 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
aimhubio/aim
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
- Updated
- 2026-10-09
- Lists
- 4 list mentions
- First commit
- 2019-05-31
- License
- Apache-2.0
- Issues
- 480 open
6,282
stars
- Forks
- 413
- Commits
- 2,265 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
Michael-A-Kuykendall/shimmy
⚡ Pure-Rust WebGPU inference engine — OpenAI-API compatible, GGUF native, runs on any GPU. No Python. No llama.cpp. Single binary.
AI dev
- Updated
- 2026-08-30
- Lists
- 3 list mentions
- First commit
- 2026-01-10
- License
- Apache-2.0
- Issues
- 10 open
5,865
stars
- Forks
- 569
- Commits
- 196 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
ml-tooling/ml-workspace
🛠 All-in-one web-based IDE specialized for machine learning and data science.
Stack
GitHub topics
- Updated
- 2024-07-26
- Lists
- 3 list mentions
- First commit
- 2019-05-27
- 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
nidhaloff/igel
a delightful machine learning tool that allows you to train, test, and use models without writing code
- Updated
- 2025-12-07
- Lists
- 1 list mention
- First commit
- 2020-08-27
- License
- MIT
- Issues
- 18 open
3,138
stars
- Forks
- 210
- Commits
- 431 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%
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
splx-ai/agentic-radar
A security scanner for your LLM agentic workflows
GitHub topics
- Updated
- 2025-11-27
- Lists
- 3 list mentions
- First commit
- 2025-03-05
- License
- Apache-2.0
- Issues
- 15 open
1,056
stars
- Forks
- 150
- Commits
- 103 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history