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

27,070 +38

3,263 +4

rlpyt by astooke

Reinforcement Learning in PyTorch

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

52 +0

2,205 +0

324 +0

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

1,933 +3

200 +3

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

4,571 +29

535 +1

causalml by uber

Uplift modeling and causal inference with machine learning algorithms

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

83 +0

4,797 +14

753 +3

AIX360 by Trusted-AI

Interpretability and explainability of data and machine learning models

created at July 11, 2019, 7:17 a.m.

56 +0

1,543 +3

306 +1

AutoViz by AutoViML

Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

created at July 17, 2019, 5:14 p.m.

32 +0

1,637 +0

196 +0

autogluon by autogluon

Fast and Accurate ML in 3 Lines of Code

created at July 29, 2019, 6:51 p.m.

98 +0

7,201 +22

851 +4

qkeras by google

QKeras: a quantization deep learning library for Tensorflow Keras

created at Aug. 6, 2019, 10:11 p.m.

30 +0

525 +2

101 +0

pandas-log by eyaltrabelsi

The goal of pandas-log is to provide feedback about basic pandas operations. It provides simple wrapper functions for the most common functions that add additional logs

created at Sept. 18, 2019, 5:58 p.m.

6 +0

214 +0

12 +0

allRank by allegro

allRank is a framework for training learning-to-rank neural models based on PyTorch.

created at Oct. 10, 2019, 1:39 p.m.

27 +0

811 +5

113 +0

dovpanda by dovpanda-dev

Directions overlay for working with pandas in an analysis environment

created at Oct. 19, 2019, 9:51 a.m.

11 +0

469 +0

22 +0

pytorch3d by facebookresearch

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

created at Oct. 25, 2019, 2:23 a.m.

148 +0

8,360 +23

1,260 +4

pycaret by pycaret

An open-source, low-code machine learning library in Python

created at Nov. 23, 2019, 6:40 p.m.

131 +0

8,511 +41

1,728 +3

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 +1

2,092 +2

239 +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.

83 -1

5,570 +24

593 -1

Sklearn-genetic-opt by rodrigo-arenas

ML hyperparameters tuning and features selection, using evolutionary algorithms.

created at Jan. 18, 2020, 7:16 p.m.

4 +0

275 +1

70 +0

PettingZoo by Farama-Foundation

An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities

created at Jan. 20, 2020, 3:41 a.m.

20 +0

2,397 +3

389 +3

shapley by benedekrozemberczki

The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).

created at Jan. 30, 2020, 2:06 p.m.

6 +0

211 +0

35 +1

geemap by gee-community

A Python package for interactive geospatial analysis and visualization with Google Earth Engine.

created at March 8, 2020, 3:21 p.m.

113 +0

3,234 +13

1,061 -1