transformers by huggingface

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

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

1,093 +1

125,433 +306

24,863 +65

pytorch by pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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

1,706 +2

78,132 +174

21,085 +24

gym by openai

A toolkit for developing and comparing reinforcement learning algorithms.

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

1,063 +1

33,912 +31

8,553 +3

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.

154 -1

29,072 +192

2,150 +20

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.

323 +2

28,043 +75

2,567 +6

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 -1

26,976 +72

3,254 +4

pytorch_geometric by pyg-team

Graph Neural Network Library for PyTorch

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

254 +0

20,166 +34

3,529 +1

matplotlib by matplotlib

matplotlib: plotting with Python

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

593 -3

19,323 +47

7,412 +5

bokeh by bokeh

Interactive Data Visualization in the browser, from Python

created at March 26, 2012, 3:40 p.m.

442 +0

18,856 +16

4,162 -3

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.

437 +0

17,780 +26

4,455 -3

mlflow by mlflow

Open source platform for the machine learning lifecycle

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

289 +0

17,330 +47

3,940 +7

onnx by onnx

Open standard for machine learning interoperability

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

438 +0

16,888 +30

3,602 +5

vision by pytorch

Datasets, Transforms and Models specific to Computer Vision

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

408 +0

15,474 +20

6,848 +2

pyecharts by pyecharts

🎨 Python Echarts Plotting Library

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

379 +0

14,459 +5

2,828 -1

imgaug by aleju

Image augmentation for machine learning experiments.

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

233 +0

14,165 +10

2,413 -1

horovod by horovod

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

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

334 +0

13,957 +6

2,213 +3

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.

202 +0

13,585 +16

2,066 +1

albumentations by albumentations-team

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

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

128 -1

13,449 +20

1,594 +2

dvc by iterative

🦉 ML Experiments and Data Management with Git

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

140 +1

13,147 +22

1,139 +1

nltk by nltk

NLTK Source

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

465 -2

13,052 +18

2,817 +1