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interpretml/interpret

Fit interpretable models. Explain blackbox machine learning.

AI dev
Updated
2026-07-13
Lists
3 list mentions
First commit
2019-05-03
History
7 history points
License
MIT
Issues
48 open
Forks
781
Commits
3,967 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
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
2026-07-13
Lists
2 list mentions
First commit
2019-06-10
History
5 history points
License
Apache-2.0
Issues
565 open
Forks
782
Commits
2,797 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
guofei9987/scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

Updated
2026-03-25
Lists
2 list mentions
First commit
2017-12-06
History
6 history points
License
MIT
Issues
71 open
Forks
1,107
Commits
345 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
2026-07-09
Lists
4 list mentions
First commit
2019-05-31
History
6 history points
License
Apache-2.0
Issues
466 open
Forks
400
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
2026-06-30
Lists
2 list mentions
First commit
2026-01-10
History
5 history points
License
Apache-2.0
Issues
11 open
Forks
543
Commits
95 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
rasbt/mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

Updated
2026-06-18
Lists
2 list mentions
First commit
2014-08-14
History
6 history points
License
NOASSERTION
Issues
142 open
Forks
914
Commits
1,692 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
2026-07-14
Lists
3 list mentions
First commit
2022-07-18
History
6 history points
License
Apache-2.0
Issues
66 open
Forks
431
Commits
3,153 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
pyqtgraph/pyqtgraph

Fast data visualization and GUI tools for scientific / engineering applications

Updated
2026-07-02
Lists
2 list mentions
First commit
2010-03-22
History
7 history points
License
NOASSERTION
Issues
514 open
Forks
1,173
Commits
4,603 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
History
6 history points
License
MIT
Issues
107 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
History
7 history points
License
NOASSERTION
Issues
263 open
Forks
300
Commits
1,504 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
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
History
6 history points
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
History
6 history points
License
Apache-2.0
Issues
0 open
Forks
458
Commits
847 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
twitter/scalding

A Scala API for Cascading

Stack
Updated
2023-05-28
Lists
2 list mentions
First commit
2012-01-10
History
5 history points
License
Apache-2.0
Issues
317 open
Forks
698
Commits
4,195 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
edtechre/pybroker

Algorithmic Trading in Python with Machine Learning

Updated
2026-05-11
Lists
2 list mentions
First commit
2023-01-16
History
2 history points
License
NOASSERTION
Issues
9 open
Forks
445
Commits
834 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
catalyst-team/catalyst

Accelerated deep learning R&D

Updated
2025-06-27
Lists
2 list mentions
First commit
2018-08-20
History
6 history points
License
Apache-2.0
Issues
4 open
Forks
399
Commits
1,698 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
pgmpy/pgmpy

Python Toolkit for Causal and Probabilistic Reasoning

AI dev
Updated
2026-07-07
Lists
3 list mentions
First commit
2013-09-20
History
9 history points
License
MIT
Issues
624 open
Forks
1,130
Commits
3,640 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
2026-07-09
Lists
2 list mentions
First commit
2020-05-29
History
5 history points
License
Apache-2.0
Issues
47 open
Forks
388
Commits
1,991 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
blaze/blaze

NumPy and Pandas interface to Big Data

Updated
2023-09-29
Lists
2 list mentions
First commit
2013-01-30
History
6 history points
License
BSD-3-Clause
Issues
268 open
Forks
390
Commits
7,496 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
History
24 history points
License
MIT
Issues
18 open
Forks
208
Commits
431 commits
Star growth, last 7 days
+1 0.0%
Commit velocity, last 7 days
0 0.0%
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
History
6 history points
License
Apache-2.0
Issues
195 open
Forks
516
Commits
1,342 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
guillaume-be/rust-bert

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

Updated
2026-01-13
Lists
3 list mentions
First commit
2020-01-25
History
4 history points
License
Apache-2.0
Issues
76 open
Forks
248
Commits
1,120 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history