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

keras-rl by keras-rl

Deep Reinforcement Learning for Keras.

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

200 +0

5,526 +2

1,364 +0

graph_nets by deepmind

Build Graph Nets in Tensorflow

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

225 +0

5,360 +1

782 +0

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 +0

5,284 +7

989 +1

qiskit by Qiskit

Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and primitives.

created at March 3, 2017, 5:02 p.m.

219 +1

5,261 +20

2,369 +7

causalml by uber

Uplift modeling and causal inference with machine learning algorithms

created at July 9, 2019, 2:08 a.m.

86 +1

5,097 +14

780 +0

Augmentor by mdbloice

Image augmentation library in Python for machine learning.

created at March 1, 2016, 6:29 p.m.

123 +0

5,073 +2

866 +0

mlxtend by rasbt

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

created at Aug. 14, 2014, 1:56 a.m.

115 -1

4,909 +4

872 +3

lightfm by lyst

A Python implementation of LightFM, a hybrid recommendation algorithm.

created at July 30, 2015, 8:34 a.m.

87 +0

4,773 +4

691 +0

ignite by pytorch

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

created at Nov. 23, 2017, 5:31 p.m.

59 +0

4,526 +2

617 +0

geopandas by geopandas

Python tools for geographic data

created at June 27, 2013, 5:03 p.m.

104 +0

4,519 +9

935 +1

yellowbrick by DistrictDataLabs

Visual analysis and diagnostic tools to facilitate machine learning model selection.

created at May 18, 2016, 2:12 p.m.

103 +0

4,293 +3

559 +0

Cirq by quantumlib

A Python framework for creating, editing, and invoking Noisy Intermediate Scale Quantum (NISQ) circuits.

created at Dec. 14, 2017, 11:41 p.m.

193 +0

4,282 +8

1,020 +6

sacred by IDSIA

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

created at March 31, 2014, 6:05 p.m.

70 +0

4,254 +4

383 +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

missingno by ResidentMario

Missing data visualization module for Python.

created at March 27, 2016, 3:18 p.m.

76 +0

3,961 +6

518 +1

deepchecks by 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.

created at Oct. 11, 2021, 2:48 p.m.

22 +0

3,624 +10

254 +0

xarray by pydata

N-D labeled arrays and datasets in Python

created at Sept. 30, 2013, 5:21 p.m.

106 -1

3,620 +5

1,084 +3

gpytorch by cornellius-gp

A highly efficient implementation of Gaussian Processes in PyTorch

created at June 9, 2017, 2:48 p.m.

58 +0

3,580 +7

562 +0

ReAgent by facebookresearch

A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)

created at July 27, 2017, 5:53 p.m.

147 +0

3,575 +2

521 +0