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

shogun by shogun-toolbox

Shōgun

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

215 +0

3,034 +0

1,038 -1

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

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

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

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

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

veles by Samsung

Distributed machine learning platform

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

85 +0

906 +0

180 +0

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

Yaafe by Yaafe

Audio features extraction

created at June 27, 2013, 3:21 p.m.

17 +0

244 +0

43 +0

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

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

rgf by RGF-team

Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one written in C++, along with various language-specific wrappers.

created at June 8, 2016, 3:48 p.m.

18 +0

378 +0

58 +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

thundergbm by Xtra-Computing

ThunderGBM: Fast GBDTs and Random Forests on GPUs

created at Nov. 11, 2016, 9:58 a.m.

26 +0

693 +0

86 +0

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

marsyas by marsyas

Marsyas - Music Analysis, Retrieval and Synthesis for Audio Signals

created at June 24, 2013, 9:24 p.m.

37 +0

406 +0

97 +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

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

cudf by rapidsai

cuDF - GPU DataFrame Library

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

154 +0

8,448 +22

908 +5