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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
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
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
explosion/spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
GitHub topics
- Updated
- 2026-08-24
- Lists
- 3 list mentions
- First commit
- 2014-07-03
- 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
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
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
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
- 2026-08-31
- Lists
- 5 list mentions
- First commit
- 2020-11-25
- License
- Apache-2.0
- Issues
- 303 open
7,898
stars
- Forks
- 914
- 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
- 2026-10-09
- 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
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
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
- 2026-09-08
- Lists
- 3 list mentions
- First commit
- 2025-09-29
- License
- Apache-2.0
- Issues
- 36 open
3,005
stars
- Forks
- 198
- Commits
- 346 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
chaos-genius/chaos_genius
ML powered analytics engine for outlier detection and root cause analysis.
Archived
GitHub topics
- Updated
- 2024-09-12
- Lists
- 4 list mentions
- First commit
- 2021-05-27
- License
- MIT
- Issues
- 74 open
- Forks
- 87
- Commits
- 3,308 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%