cleanrl by vwxyzjn

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

created at June 7, 2019, 4:31 p.m.

38 +1

5,692 +41

642 +2

karateclub by benedekrozemberczki

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

created at Dec. 5, 2019, 5:35 p.m.

38 +0

2,165 +7

247 +0

jraph by deepmind

A Graph Neural Network Library in Jax

created at Nov. 23, 2020, 10:27 a.m.

39 +0

1,375 +1

90 +0

treelite by dmlc

Universal model exchange and serialization format for decision tree forests

created at June 28, 2017, 11:39 p.m.

39 +0

738 +0

100 +0

greykite by linkedin

A flexible, intuitive and fast forecasting library

created at April 27, 2021, 5:05 p.m.

39 +0

1,813 +0

106 +1

pyswarms by ljvmiranda921

A research toolkit for particle swarm optimization in Python

created at July 12, 2017, 12:04 p.m.

39 +0

1,283 +2

332 +0

dask-ml by dask

Scalable Machine Learning with Dask

created at June 15, 2017, 3:56 p.m.

40 +0

902 +1

256 +0

seqlearn by larsmans

Sequence learning toolkit for Python

created at July 31, 2013, 6:15 p.m.

40 +0

689 +1

102 +0

boruta_py by scikit-learn-contrib

Python implementations of the Boruta all-relevant feature selection method.

created at Jan. 30, 2016, 4:25 p.m.

41 +0

1,511 +1

258 +1

statsforecast by Nixtla

Lightning ⚡️ fast forecasting with statistical and econometric models.

created at Nov. 24, 2021, 2:19 a.m.

41 -1

3,988 +17

283 +1

Gymnasium by Farama-Foundation

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

created at Sept. 8, 2022, 1:58 a.m.

42 +0

7,372 +67

827 +14

SMAC3 by automl

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

created at Aug. 17, 2016, 10:58 a.m.

42 +0

1,085 +2

225 +1

RecBole by RUCAIBox

A unified, comprehensive and efficient recommendation library

created at June 11, 2020, 3:18 p.m.

42 +0

3,449 +11

617 +2

aequitas by dssg

Bias Auditing & Fair ML Toolkit

created at Feb. 13, 2018, 7:40 p.m.

43 +0

694 +3

113 +0

modAL by modAL-python

A modular active learning framework for Python

created at Nov. 14, 2017, 2:01 p.m.

44 +0

2,228 +8

324 +0

ngboost by stanfordmlgroup

Natural Gradient Boosting for Probabilistic Prediction

created at June 21, 2018, 10:22 p.m.

44 +0

1,655 +1

218 +0

pandas-ply by coursera

functional data manipulation for pandas

created at Nov. 25, 2014, 11:24 p.m.

44 +0

200 +0

26 +0

madmom by CPJKU

Python audio and music signal processing library

created at Sept. 8, 2015, 8:19 a.m.

44 +1

1,347 +5

206 +0

spektral by danielegrattarola

Graph Neural Networks with Keras and Tensorflow 2.

created at Jan. 17, 2019, 11:19 a.m.

45 +0

2,372 +2

334 +0

pyFM by coreylynch

Factorization machines in python

created at Dec. 15, 2012, 6:20 p.m.

45 +0

922 +0

310 -1