Awesome List

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

Likes history

GitHub stars

Commits history

Default branch commits

Indexed repositories

105 repos matching these filters.

Latest repo push 2026-10-17

Filter this list

Search within Awesome Machine Learning or narrow by ecosystem and project health.

Clear 1 refinement
Search mode
Tune results
More filters Topics, generated tags, stack, files, age, archive status, and growth.
Ecosystem
Files

Choose a suggestion or use commas to require multiple files.

Health

Uses known first-commit dates.

Momentum
Filters by observed commit-count growth over the repository's latest 7-day capture window. Repositories without a recent baseline are excluded.
Filters by observed GitHub star growth over the repository's latest 7-day capture window. Repositories without a recent baseline are excluded.
Reset filters
Highlighted

Open highlighted repo slot

Put your repository first

Promote a GitHub repo at the top of Awesome repository list views for 7 days.

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
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
Forks
569
Commits
196 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
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
Forks
920
Commits
1,709 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
pyqtgraph/pyqtgraph

Fast data visualization and GUI tools for scientific / engineering applications

Updated
2026-10-04
Lists
2 list mentions
First commit
2010-03-22
License
NOASSERTION
Issues
512 open
Forks
1,187
Commits
4,738 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
IDSIA/sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

Updated
2025-10-22
Lists
2 list mentions
First commit
2014-03-31
License
MIT
Issues
108 open
Forks
392
Commits
1,354 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
deepchecks/deepchecks

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

Updated
2025-12-28
Lists
3 list mentions
First commit
2021-10-11
License
NOASSERTION
Issues
267 open
Forks
303
Commits
1,504 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
opendilab/DI-engine

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

Updated
2025-12-07
Lists
2 list mentions
First commit
2021-07-08
License
Apache-2.0
Issues
26 open
Forks
436
Commits
858 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.

Updated
2024-07-26
Lists
3 list mentions
First commit
2019-05-27
License
Apache-2.0
Issues
0 open
Forks
456
Commits
847 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
MAIF/shapash

🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models

Updated
2026-09-08
Lists
2 list mentions
First commit
2020-05-29
License
Apache-2.0
Issues
54 open
Forks
387
Commits
2,066 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
Forks
210
Commits
431 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
aksnzhy/xlearn

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.

Updated
2023-08-28
Lists
2 list mentions
First commit
2017-06-10
License
Apache-2.0
Issues
194 open
Forks
515
Commits
1,342 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
Forks
198
Commits
346 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
BayesWitnesses/m2cgen

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

Updated
2024-08-03
Lists
5 list mentions
First commit
2019-01-13
License
MIT
Issues
62 open
Forks
264
Commits
376 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
benedekrozemberczki/pytorch_geometric_temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

Updated
2026-05-30
Lists
3 list mentions
First commit
2020-06-27
License
MIT
Issues
30 open
Forks
402
Commits
2,062 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

AI dev
Updated
2026-10-17
Lists
3 list mentions
First commit
2025-11-05
License
Apache-2.0
Issues
35 open
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
Updated
2026-09-24
Lists
3 list mentions
First commit
2025-10-11
License
Apache-2.0
Issues
11 open
Forks
314
Commits
944 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
modAL-python/modAL

A modular active learning framework for Python

Updated
2024-02-26
Lists
2 list mentions
First commit
2017-11-14
License
MIT
Issues
108 open
Forks
322
Commits
739 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
benedekrozemberczki/karateclub

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

Updated
2024-07-17
Lists
3 list mentions
First commit
2019-12-05
License
GPL-3.0
Issues
12 open
Forks
253
Commits
2,319 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
feature-engine/feature_engine

Feature engineering and selection open-source Python library compatible with sklearn.

Updated
2026-08-30
Lists
4 list mentions
First commit
2019-03-24
License
BSD-3-Clause
Issues
97 open
Forks
369
Commits
452 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
AutoViML/AutoViz

Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

Updated
2024-06-10
Lists
2 list mentions
First commit
2019-07-17
License
Apache-2.0
Issues
2 open
Forks
214
Commits
223 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
HIPS/Spearmint

Spearmint Bayesian optimization codebase

Stack
Updated
2019-12-27
Lists
2 list mentions
First commit
2014-08-05
License
NOASSERTION
Issues
77 open
Forks
325
Commits
97 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

Updated
2025-11-27
Lists
3 list mentions
First commit
2025-03-05
License
Apache-2.0
Issues
15 open
Forks
150
Commits
103 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
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%
benedekrozemberczki/littleballoffur

Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)

Updated
2025-12-20
Lists
3 list mentions
First commit
2020-05-03
License
GPL-3.0
Issues
7 open
Forks
54
Commits
1,441 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
mattjj/pyhsmm

No description.

Stack
Updated
2025-01-25
Lists
2 list mentions
First commit
2012-03-18
License
MIT
Issues
46 open
Forks
178
Commits
1,428 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
machinalis/featureforge

A set of tools for creating and testing machine learning features, with a scikit-learn compatible API

Stack
Updated
2017-12-26
Lists
2 list mentions
First commit
2013-12-20
License
NOASSERTION
Issues
11 open
Forks
72
Commits
270 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history