scikit-opt by guofei9987

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

created at Dec. 5, 2017, 10:20 a.m.

46 -1

5,197 +9

986 +1

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.

36 +1

5,335 +50

610 +6

graph_nets by deepmind

Build Graph Nets in Tensorflow

created at Aug. 31, 2018, 8:19 a.m.

223 +0

5,344 +0

781 -1

keras-rl by keras-rl

Deep Reinforcement Learning for Keras.

created at July 2, 2016, 3:53 p.m.

200 +0

5,516 +3

1,367 +2

deap by DEAP

Distributed Evolutionary Algorithms in Python

created at May 21, 2014, 8:07 p.m.

191 +0

5,774 +5

1,122 +2

MMdnn by Microsoft

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

created at Aug. 16, 2017, 8:03 a.m.

181 +0

5,786 +2

964 +0

snorkel by snorkel-team

A system for quickly generating training data with weak supervision

created at Feb. 26, 2016, 5:52 a.m.

167 +0

5,787 +2

858 -1

gluon-cv by dmlc

Gluon CV Toolkit

created at Feb. 26, 2018, 1:33 a.m.

153 +0

5,806 +4

1,211 +0

skorch by skorch-dev

A scikit-learn compatible neural network library that wraps PyTorch

created at July 18, 2017, 12:13 a.m.

82 +0

5,816 +21

388 +0

flax by google

Flax is a neural network library for JAX that is designed for flexibility.

created at Jan. 10, 2020, 9:48 a.m.

86 +1

5,962 +15

631 +3

scikit-image by scikit-image

Image processing in Python

created at July 7, 2011, 10:07 p.m.

184 +0

6,042 +12

2,223 +4

tensorpack by tensorpack

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

created at Dec. 25, 2015, 11:08 p.m.

196 +0

6,295 +2

1,810 +0

Surprise by NicolasHug

A Python scikit for building and analyzing recommender systems

created at Oct. 23, 2016, 2:59 p.m.

145 +0

6,362 +7

1,010 +1

imbalanced-learn by scikit-learn-contrib

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

created at Aug. 16, 2014, 5:08 a.m.

142 +0

6,807 +3

1,276 -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.

39 +0

6,832 +61

762 +4

autograd by HIPS

Efficiently computes derivatives of NumPy code.

created at Nov. 24, 2014, 3:50 p.m.

214 +0

6,946 +10

906 +1

librosa by librosa

Python library for audio and music analysis

created at Oct. 20, 2012, 2:21 p.m.

136 +0

7,027 +18

957 +1

featuretools by alteryx

An open source python library for automated feature engineering

created at Sept. 8, 2017, 10:15 p.m.

156 +0

7,200 +5

872 +1

hyperopt by hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

created at Sept. 6, 2011, 10:24 p.m.

121 +0

7,204 +7

1,048 -1

TensorLayer by tensorlayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

created at June 7, 2016, 3:55 p.m.

458 +0

7,323 +5

1,609 +0