text by pytorch

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

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

309 +0

3,514 +0

811 +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

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

pyecharts by pyecharts

🎨 Python Echarts Plotting Library

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

380 +1

14,906 +10

2,852 -2

sonnet by deepmind

TensorFlow-based neural network library

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

423 +0

9,778 +6

1,299 +1

dopamine by google

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

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

425 +0

10,569 +8

1,375 -2

LightGBM by Microsoft

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

created at Aug. 5, 2016, 5:45 a.m.

434 +0

16,698 +19

3,834 +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

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

bokeh by bokeh

Interactive Data Visualization in the browser, from Python

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

438 +1

19,371 +16

4,190 +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.

453 +0

18,512 +34

4,532 +1

tflearn by tflearn

Deep learning library featuring a higher-level API for TensorFlow.

created at March 31, 2016, 12:05 p.m.

456 +0

9,619 +1

2,409 +0

TensorLayer by tensorlayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

created at June 7, 2016, 3:55 p.m.

458 +0

7,334 +1

1,610 -1

nltk by nltk

NLTK Source

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

463 +0

13,626 +24

2,886 -2

dlib by davisking

A toolkit for making real world machine learning and data analysis applications in C++

created at Jan. 29, 2014, 12:45 a.m.

479 +2

13,563 +21

3,380 +6

pattern by clips

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

created at May 3, 2011, 3:29 p.m.

543 +0

8,751 +7

1,577 +0

matplotlib by matplotlib

matplotlib: plotting with Python

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

592 +0

20,302 +30

7,653 +4

Paddle by PaddlePaddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

created at Aug. 15, 2016, 6:59 a.m.

716 +0

22,259 +22

5,595 +12

xgboost by dmlc

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

created at Feb. 6, 2014, 5:28 p.m.

908 +0

26,303 +26

8,729 +3

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