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Awesome Machine Learning
A curated list of awesome Machine Learning frameworks, libraries and software.
josephmisiti/awesome-machine-learning
- List stars
- 74,245
- README repos
- 881
- Indexed repos
- 141
- List commits
- -
- Forks
- 15,637
- Open issues
- 29
Tracked list growth
GitHub stars and default-branch commits for josephmisiti/awesome-machine-learning.
Latest scan 2026-09-03 10:49
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GitHub starsCommits history
Default branch commits
Latest repo push 2026-09-04
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
- 2026-08-03
- Lists
- 5 list mentions
- First commit
- 2016-02-07
- License
- Apache-2.0
- Issues
- 3,492 open
43,414
stars
- Forks
- 7,873
- Commits
- 31,230 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
- 2026-08-22
- Lists
- 8 list mentions
- First commit
- 2023-03-31
- License
- MIT
- Issues
- 517 open
24,471
stars
- Forks
- 2,220
- Commits
- 9,424 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
plotly/dash
Data Apps & Dashboards for Python. No JavaScript Required.
AI dev
GitHub topics
- Updated
- 2026-08-01
- Lists
- 2 list mentions
- First commit
- 2015-04-10
- License
- MIT
- Issues
- 540 open
24,360
stars
- Forks
- 2,311
- Commits
- 9,948 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
- 2026-08-11
- Lists
- 10 list mentions
- First commit
- 2024-09-02
- License
- Apache-2.0
- Issues
- 184 open
21,290
stars
- Forks
- 1,698
- Commits
- 6,688 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
- 32 open
9,833
stars
- Forks
- 1,845
- Commits
- 5,492 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
evidentlyai/evidently
Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
- Updated
- 2026-05-02
- Lists
- 5 list mentions
- First commit
- 2020-11-25
- License
- Apache-2.0
- Issues
- 293 open
7,778
stars
- Forks
- 893
- Commits
- 2,795 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
- 2026-08-26
- Lists
- 4 list mentions
- First commit
- 2019-05-31
- License
- Apache-2.0
- Issues
- 469 open
6,245
stars
- Forks
- 407
- Commits
- 2,265 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
- 2026-08-01
- Lists
- 4 list mentions
- First commit
- 2022-07-18
- License
- Apache-2.0
- Issues
- 64 open
4,658
stars
- Forks
- 435
- Commits
- 3,159 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
deepnote/deepnote
Deepnote is a drop-in replacement for Jupyter with an AI-first design, sleek UI, new blocks, and native data integrations. Use Python, R, and SQL locally in your favorite IDE, then scale to Deepnote cloud for real-time collaboration, Deepnote agent, and deployable data apps. https://deepnote.com/
AI dev
- Updated
- 2026-08-02
- Lists
- 3 list mentions
- First commit
- 2025-09-29
- License
- Apache-2.0
- Issues
- 25 open
2,977
stars
- Forks
- 199
- Commits
- 302 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
- 2026-09-03
- Lists
- 3 list mentions
- First commit
- 2025-11-05
- License
- Apache-2.0
- Issues
- 45 open
2,550
stars
- Forks
- 410
- Commits
- 1,636 commits
- Star growth, last 7 days
- +14 +0.6%
- Commit velocity, last 7 days
- +34 +2.1%
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
- 2026-05-30
- Lists
- 2 list mentions
- First commit
- 2024-12-26
- License
- Apache-2.0
- Issues
- 13 open
1,902
stars
- Forks
- 288
- Commits
- 2,799 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
chaos-genius/chaos_genius
ML powered analytics engine for outlier detection and root cause analysis.
Archived
GitHub topics
- Updated
- 2024-09-12
- Lists
- 3 list mentions
- First commit
- 2021-05-27
- License
- MIT
- Issues
- 74 open
- Forks
- 86
- Commits
- 3,308 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history