tensorflow by tensorflow

An Open Source Machine Learning Framework for Everyone

created at Nov. 7, 2015, 1:19 a.m.

7,573 -5

186,403 +124

74,304 -1

opencv by opencv

Open Source Computer Vision Library

created at July 19, 2012, 9:40 a.m.

2,652 -2

79,137 +133

55,831 +20

caffe by BVLC

Caffe: a fast open framework for deep learning.

created at Sept. 12, 2013, 6:39 p.m.

2,093 +0

34,127 +10

18,681 -6

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

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

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

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

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

cudf by rapidsai

cuDF - GPU DataFrame Library

created at May 7, 2017, 3:43 a.m.

154 +0

8,448 +22

908 +5

catboost by catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

created at July 18, 2017, 5:29 a.m.

191 +0

8,091 +9

1,190 +2

mlpack by mlpack

mlpack: a fast, header-only C++ machine learning library

created at Dec. 17, 2014, 6:16 p.m.

184 +0

5,117 +11

1,607 +2

cuml by rapidsai

cuML - RAPIDS Machine Learning Library

created at Oct. 11, 2018, 3:45 p.m.

76 +2

4,238 +5

533 +1

xlearn by aksnzhy

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.

created at June 10, 2017, 8:09 a.m.

111 +0

3,087 +0

519 +0

shogun by shogun-toolbox

Shōgun

created at April 1, 2011, 10:44 a.m.

215 +0

3,034 +0

1,038 -1

essentia by MTG

C++ library for audio and music analysis, description and synthesis, including Python bindings

created at June 3, 2013, 2:53 p.m.

109 +0

2,855 +4

533 +0

decord by dmlc

An efficient video loader for deep learning with smart shuffling that's super easy to digest

created at Jan. 18, 2019, 11:07 p.m.

29 +0

1,891 +11

161 +0

datatable by h2oai

A Python package for manipulating 2-dimensional tabular data structures

created at March 3, 2017, 2:32 a.m.

108 +0

1,817 +0

157 +0

thundersvm by Xtra-Computing

ThunderSVM: A Fast SVM Library on GPUs and CPUs

created at Dec. 11, 2014, 4:24 a.m.

57 +0

1,573 +1

218 +1

envpool by sail-sg

C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.

created at Oct. 20, 2021, 9:11 p.m.

23 +0

1,094 +2

100 +0

veles by Samsung

Distributed machine learning platform

created at May 27, 2015, 1:38 a.m.

85 +0

906 +0

180 +0