causalml by uber

Uplift modeling and causal inference with machine learning algorithms

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

83 +1

4,783 +13

750 +4

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.

34 +0

4,542 +40

534 +8

dataprep by sfu-db

Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.

created at May 12, 2019, 10:37 p.m.

26 +0

1,930 +5

197 -1

rlpyt by astooke

Reinforcement Learning in PyTorch

created at April 28, 2019, 6:29 p.m.

52 +0

2,205 +3

324 -1

pytorch-lightning by PyTorchLightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

created at March 31, 2019, 12:45 a.m.

246 +0

27,032 +56

3,259 +5

prodmodel by prodmodel

Build, test, deploy, iterate - Dev and prod tool for data science pipelines

created at March 17, 2019, 8:51 p.m.

3 +0

57 +0

3 +0

alibi by SeldonIO

Algorithms for explaining machine learning models

created at Feb. 26, 2019, 10:10 a.m.

52 -1

2,298 +7

248 +0

Ax by facebook

Adaptive Experimentation Platform

created at Feb. 9, 2019, 3:23 p.m.

68 +0

2,275 +1

294 +0

decord by dmlc

An efficient video loader for deep learning with smart shuffling that's super easy to digest

created at Jan. 18, 2019, 11:07 p.m.

30 +1

1,661 +12

144 +2

spektral by danielegrattarola

Graph Neural Networks with Keras and Tensorflow 2.

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

44 +0

2,347 +1

335 +0

feature_engine by feature-engine

Feature engineering package with sklearn like functionality

created at Dec. 31, 2018, 1:47 a.m.

32 +0

1,749 +7

299 +2

ludwig by ludwig-ai

Low-code framework for building custom LLMs, neural networks, and other AI models

created at Dec. 27, 2018, 11:58 p.m.

192 +0

10,852 +21

1,168 +5

gradio by gradio-app

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

created at Dec. 19, 2018, 8:24 a.m.

155 +1

29,267 +195

2,167 +17

GeneticAlgorithmPython by ahmedfgad

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

created at Dec. 11, 2018, 11:19 a.m.

NEW!

29 +0

1,733 +0

450 +0

imitation by HumanCompatibleAI

Clean PyTorch implementations of imitation and reward learning algorithms

created at Dec. 8, 2018, 5:15 a.m.

18 +0

1,151 +8

224 +1

ranking by tensorflow

Learning to Rank in TensorFlow

created at Dec. 3, 2018, 8:48 p.m.

96 +0

2,715 +0

473 +0

Auto-PyTorch by automl

Automatic architecture search and hyperparameter optimization for PyTorch

created at Nov. 30, 2018, 8:18 a.m.

45 +0

2,291 +8

280 +0

agents by tensorflow

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

created at Nov. 17, 2018, 12:29 a.m.

79 +1

2,736 +2

720 -1

sktime by sktime

A unified framework for machine learning with time series

created at Nov. 6, 2018, 3:08 p.m.

102 +0

7,443 +26

1,285 +1

pandera by unionai-oss

A light-weight, flexible, and expressive statistical data testing library

created at Nov. 1, 2018, 2:18 a.m.

19 -1

3,032 +20

275 +2