dopamine by google

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

created at July 26, 2018, 9:58 a.m.

428 -1

10,378 +3

1,365 +1

sonnet by deepmind

TensorFlow-based neural network library

created at April 3, 2017, 11:34 a.m.

420 +0

9,688 -3

1,280 +0

vision by pytorch

Datasets, Transforms and Models specific to Computer Vision

created at Nov. 9, 2016, 11:11 p.m.

412 +4

15,508 +34

6,851 +3

pyecharts by pyecharts

🎨 Python Echarts Plotting Library

created at June 22, 2017, 2:50 a.m.

379 +0

14,486 +27

2,832 +4

horovod by horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

created at Aug. 9, 2017, 7:39 p.m.

333 -1

13,978 +21

2,214 +1

jax by google

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

created at Oct. 25, 2018, 9:25 p.m.

321 -2

28,129 +86

2,576 +9

DMTK by Microsoft

Microsoft Distributed Machine Learning Toolkit

created at Nov. 8, 2015, 3:32 a.m.

309 -1

2,745 +0

560 +0

autokeras by keras-team

AutoML library for deep learning

created at Nov. 19, 2017, 11:18 p.m.

302 +0

9,076 +7

1,398 +0

netron by lutzroeder

Visualizer for neural network, deep learning and machine learning models

created at Dec. 26, 2010, 12:53 p.m.

295 +0

26,264 +88

2,673 +5

mlflow by mlflow

Open source platform for the machine learning lifecycle

created at June 5, 2018, 4:05 p.m.

287 -2

17,376 +46

3,949 +9

tpot by EpistasisLab

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

created at Nov. 3, 2015, 9:08 p.m.

287 -1

9,517 +10

1,545 +3

text by pytorch

Models, data loaders and abstractions for language processing, powered by PyTorch

created at Dec. 12, 2016, 12:56 a.m.

286 +2

3,447 +2

810 +1

statsmodels by statsmodels

Statsmodels: statistical modeling and econometrics in Python

created at June 12, 2011, 5:04 p.m.

280 +0

9,587 +21

2,823 +0

lime by marcotcr

Lime: Explaining the predictions of any machine learning classifier

created at March 15, 2016, 10:18 p.m.

264 +0

11,318 +14

1,786 +3

seaborn by mwaskom

Statistical data visualization in Python

created at June 18, 2012, 6:41 p.m.

260 +1

11,998 +29

1,865 +5

pytorch_geometric by pyg-team

Graph Neural Network Library for PyTorch

created at Oct. 6, 2017, 4:03 p.m.

255 +1

20,225 +59

3,532 +3

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

shap by shap

A game theoretic approach to explain the output of any machine learning model.

created at Nov. 22, 2016, 7:17 p.m.

241 +0

21,717 +37

3,177 +6

imgaug by aleju

Image augmentation for machine learning experiments.

created at July 10, 2015, 8:31 p.m.

233 +0

14,172 +7

2,413 +0

pymc by pymc-devs

Bayesian Modeling and Probabilistic Programming in Python

created at Feb. 20, 2015, 5:12 p.m.

225 +0

8,192 +20

1,926 +1