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

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

pyecharts by pyecharts

🎨 Python Echarts Plotting Library

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

380 +1

14,906 +10

2,852 -2

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

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

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

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

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

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

matplotlib by matplotlib

matplotlib: plotting with Python

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

592 +0

20,302 +30

7,653 +4

mxnet by apache

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

created at April 30, 2015, 4:21 p.m.

1,070 +1

20,782 +5

6,786 -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

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

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.

245 +1

22,880 +52

3,290 +0

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

netron by lutzroeder

Visualizer for neural network, deep learning and machine learning models

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

302 +1

28,151 +65

2,793 +12

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

polars by pola-rs

Dataframes powered by a multithreaded, vectorized query engine, written in Rust

created at May 13, 2020, 7:45 p.m.

167 +1

30,385 +133

1,966 +13

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

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