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21,464
Awesome lists tracked
149
Current results
521

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Filters by observed commit-count growth over the repository's latest 7-day capture window. Repositories without a recent baseline are excluded.
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interpretml/interpret

Fit interpretable models. Explain blackbox machine learning.

AI dev
Updated
2026-09-07
Lists
3 list mentions
First commit
2019-05-03
History
9 history points
License
MIT
Issues
42 open
Forks
788
Commits
3,970 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

Updated
2026-09-09
Lists
2 list mentions
First commit
2019-06-10
History
7 history points
License
Apache-2.0
Issues
525 open
Forks
797
Commits
2,848 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
postgresml/postgresml

Postgres with GPUs for ML/AI apps.

Updated
2025-07-01
Lists
1 list mention
First commit
2022-04-05
History
44 history points
License
MIT
Issues
148 open
Forks
363
Commits
1,814 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
NicolasHug/Surprise

A Python scikit for building and analyzing recommender systems

Updated
2026-05-30
Lists
2 list mentions
First commit
2015-02-12
History
12 history points
License
BSD-3-Clause
Issues
80 open
Forks
1,048
Commits
661 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
cleverhans-lab/cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

Updated
2024-04-10
Lists
1 list mention
First commit
2016-09-15
History
5 history points
License
MIT
Issues
46 open
Forks
1,390
Commits
3,203 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
haifengl/smile

Statistical Machine Intelligence & Learning Engine

AI dev
Updated
2026-09-06
Lists
1 list mention
First commit
2014-11-20
History
1 history point
License
NOASSERTION
Issues
2 open
Forks
1,147
Commits
6,625 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
tensorpack/tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

Updated
2023-08-06
Lists
1 list mention
First commit
2015-12-25
History
9 history points
License
Apache-2.0
Issues
14 open
Forks
1,777
Commits
2,944 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
History
9 history points
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
tyiannak/pyAudioAnalysis

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

Updated
2026-10-09
Lists
2 list mentions
First commit
2014-08-27
History
1 history point
License
Apache-2.0
Issues
205 open
Forks
1,211
Commits
784 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Trusted-AI/adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

Updated
2026-10-03
Lists
2 list mentions
First commit
2017-05-09
History
8 history points
License
MIT
Issues
24 open
Forks
1,347
Commits
13,059 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
skorch-dev/skorch

A scikit-learn compatible neural network library that wraps PyTorch

Updated
2026-09-08
Lists
3 list mentions
First commit
2017-07-18
History
9 history points
License
BSD-3-Clause
Issues
63 open
Forks
417
Commits
1,148 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
snorkel-team/snorkel

A system for quickly generating training data with weak supervision

Updated
2026-06-08
Lists
2 list mentions
First commit
2016-02-26
History
9 history points
License
Apache-2.0
Issues
19 open
Forks
858
Commits
2,694 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
strands-agents/sdk-python

A model-driven approach to building AI agents in just a few lines of code.

AI dev
Updated
2026-05-25
Lists
4 list mentions
First commit
Unknown
History
2 history points
License
Apache-2.0
Issues
504 open
Forks
848
Commits
703 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
kserve/kserve

Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes

AI dev
Updated
2026-09-09
Lists
1 list mention
First commit
2019-03-27
History
7 history points
License
Apache-2.0
Issues
214 open
Forks
1,658
Commits
2,574 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
History
7 history points
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
rllm-org/rllm

Democratizing Reinforcement Learning for LLMs

AI dev
Updated
2026-09-12
Lists
2 list mentions
First commit
2025-01-11
History
7 history points
License
Apache-2.0
Issues
162 open
Forks
615
Commits
1,925 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
amazon-science/chronos-forecasting

Chronos: Pretrained Models for Time Series Forecasting

Updated
2026-08-14
Lists
2 list mentions
First commit
2024-02-23
History
7 history points
License
Apache-2.0
Issues
37 open
Forks
711
Commits
162 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
NVIDIA/DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

AI dev
Updated
2026-09-09
Lists
1 list mention
First commit
2018-06-01
History
7 history points
License
Apache-2.0
Issues
218 open
Forks
677
Commits
4,363 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Eventual-Inc/Daft

High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

AI dev
Updated
2026-09-12
Lists
0 list mentions
First commit
2022-05-10
History
42 history points
License
Apache-2.0
Issues
394 open
Forks
555
Commits
4,555 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
mlpack/mlpack

mlpack: a fast, header-only C++ machine learning library

Updated
2026-10-06
Lists
1 list mention
First commit
2007-03-13
History
9 history points
License
NOASSERTION
Issues
15 open
Forks
1,725
Commits
30,841 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
MakazhanAlpamys/Soup

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

AI dev
Updated
2026-09-07
Lists
2 list mentions
First commit
2026-02-20
History
1 history point
License
Apache-2.0
Issues
73 open
Forks
845
Commits
1,123 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
zenml-io/zenml

ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.

AI dev
Updated
2026-09-24
Lists
3 list mentions
First commit
2020-11-19
History
3 history points
License
Apache-2.0
Issues
169 open
Forks
657
Commits
8,980 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
business-science/ai-data-science-team

An AI-powered data science team of agents to help you perform common data science tasks 10X faster.

Updated
2026-01-28
Lists
1 list mention
First commit
2024-12-11
History
7 history points
License
MIT
Issues
30 open
Forks
930
Commits
399 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history