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Awesome Machine Learning
A curated list of awesome Machine Learning frameworks, libraries and software.
josephmisiti/awesome-machine-learning
- List stars
- 73,566
- README repos
- 866
- Indexed repos
- 141
- List commits
- -
- Forks
- 15,546
- Open issues
- 21
Tracked list growth
GitHub stars and default-branch commits for josephmisiti/awesome-machine-learning.
Latest scan 2026-07-17 10:49
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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
- 2026-07-16
- Lists
- 4 list mentions
- First commit
- 2016-02-07
- License
- Apache-2.0
- Issues
- 3,449 open
43,253
stars
- Forks
- 7,796
- Commits
- 31,066 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
- 2026-07-10
- Lists
- 2 list mentions
- First commit
- 2015-04-10
- License
- MIT
- Issues
- 543 open
24,307
stars
- Forks
- 2,307
- Commits
- 9,902 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
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
- 2026-07-07
- Lists
- 7 list mentions
- First commit
- 2023-03-31
- License
- MIT
- Issues
- 397 open
22,984
stars
- Forks
- 2,049
- Commits
- 9,142 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
- 2026-07-17
- Lists
- 9 list mentions
- First commit
- 2024-09-02
- License
- Apache-2.0
- Issues
- 151 open
20,642
stars
- Forks
- 1,612
- Commits
- 6,432 commits
- Star growth, last 7 days
- +111 +0.5%
- Commit velocity, last 7 days
- +56 +0.9%
pycaret/pycaret
Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.
AI dev
GitHub topics
- Updated
- 2026-06-25
- Lists
- 2 list mentions
- First commit
- 2019-11-23
- License
- NOASSERTION
- Issues
- 24 open
9,821
stars
- Forks
- 1,854
- 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
- 4 list mentions
- First commit
- 2020-11-25
- License
- Apache-2.0
- Issues
- 284 open
7,693
stars
- Forks
- 877
- Commits
- 2,795 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
aimhubio/aim
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
- Updated
- 2026-07-09
- Lists
- 4 list mentions
- First commit
- 2019-05-31
- License
- Apache-2.0
- Issues
- 466 open
6,182
stars
- Forks
- 400
- Commits
- 2,265 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
- 2026-07-14
- Lists
- 3 list mentions
- First commit
- 2025-09-29
- License
- Apache-2.0
- Issues
- 18 open
2,953
stars
- Forks
- 199
- Commits
- 295 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
Agent-Field/agentfield
Build, run and scale AI agents like API and microservices - observable,auditable and identity-aware from day one.
AI dev
- Updated
- 2026-07-17
- Lists
- 2 list mentions
- First commit
- 2025-11-05
- License
- Apache-2.0
- Issues
- 87 open
2,356
stars
- Forks
- 374
- Commits
- 1,284 commits
- Star growth, last 7 days
- +21 +0.9%
- Commit velocity, last 7 days
- +24 +1.9%
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