transformers by huggingface

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

created at Oct. 29, 2018, 1:56 p.m.

1,125 +1

135,055 +359

27,021 +85

pytorch by pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

created at Aug. 13, 2016, 5:26 a.m.

1,743 +1

83,990 +192

22,642 +50

gym by openai

A toolkit for developing and comparing reinforcement learning algorithms.

created at April 27, 2016, 2:59 p.m.

1,059 +0

34,805 +42

8,610 +4

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.

177 +1

33,986 +187

2,579 +15

jax by jax-ml

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

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

337 +3

30,510 +74

2,802 +7

pytorch-lightning by PyTorchLightning

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

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

250 +1

28,392 +45

3,384 +1

pytorch_geometric by pyg-team

Graph Neural Network Library for PyTorch

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

252 +0

21,387 +49

3,670 +12

matplotlib by matplotlib

matplotlib: plotting with Python

created at Feb. 19, 2011, 3:17 a.m.

592 +0

20,302 +30

7,653 +4

mlflow by mlflow

Open source platform for the machine learning lifecycle

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

303 +0

18,779 +52

4,238 +8

prophet by facebook

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

created at Nov. 16, 2016, 1:50 a.m.

453 +0

18,512 +34

4,532 +1

onnx by onnx

Open standard for machine learning interoperability

created at Sept. 7, 2017, 4:53 a.m.

438 +1

17,934 +31

3,669 -1

vision by pytorch

Datasets, Transforms and Models specific to Computer Vision

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

435 -1

16,257 +43

6,956 +5

pyecharts by pyecharts

🎨 Python Echarts Plotting Library

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

380 +1

14,906 +10

2,852 -2

imgaug by aleju

Image augmentation for machine learning experiments.

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

229 +0

14,417 +14

2,444 +0

horovod by horovod

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

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

335 +0

14,260 +10

2,240 -1

albumentations by albumentations-team

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

created at June 6, 2018, 3:10 a.m.

129 +1

14,258 +30

1,649 +2

flair by flairNLP

A very simple framework for state-of-the-art Natural Language Processing (NLP)

created at June 11, 2018, 11:04 a.m.

204 +0

13,940 +9

2,104 +0

dvc by iterative

🦉 Data Versioning and ML Experiments

created at March 4, 2017, 8:16 a.m.

135 +0

13,902 +30

1,187 +1

nltk by nltk

NLTK Source

created at Sept. 7, 2009, 10:53 a.m.

463 +0

13,626 +24

2,886 -2

dgl by dmlc

Python package built to ease deep learning on graph, on top of existing DL frameworks.

created at April 20, 2018, 2:49 p.m.

175 +0

13,549 +17

3,015 +0