pgmpy by pgmpy

Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.

created at Sept. 20, 2013, 8:18 a.m.

75 -1

2,622 +4

689 -2

mlxtend by rasbt

A library of extension and helper modules for Python's data analysis and machine learning libraries.

created at Aug. 14, 2014, 1:56 a.m.

117 -1

4,769 +4

844 -1

deap by DEAP

Distributed Evolutionary Algorithms in Python

created at May 21, 2014, 8:07 p.m.

189 +0

5,566 +8

1,104 +0

tpot by EpistasisLab

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

created at Nov. 3, 2015, 9:08 p.m.

288 -1

9,507 +5

1,542 +0

pyhsmm by mattjj

None

created at March 18, 2012, 5:40 p.m.

56 +0

544 +0

172 +0

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.

545 +0

8,668 +2

1,574 +0

featureforge by machinalis

A set of tools for creating and testing machine learning features, with a scikit-learn compatible API

created at Feb. 17, 2014, 5:21 p.m.

34 +0

382 +0

79 +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.

912 +0

25,596 +12

8,665 +0

cltk by cltk

The Classical Language Toolkit

created at Jan. 11, 2014, 11:59 p.m.

66 +0

820 +0

323 +0

scikit-image by scikit-image

Image processing in Python

created at July 7, 2011, 10:07 p.m.

186 +0

5,880 +8

2,191 +1

mlpack by mlpack

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

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

182 +0

4,820 +10

1,570 +2

caffe by BVLC

Caffe: a fast open framework for deep learning.

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

2,099 +1

33,874 +7

18,737 -6

opencv by opencv

Open Source Computer Vision Library

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

2,654 -1

75,722 +109

55,611 +4

veles by Samsung

Distributed machine learning platform

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

85 +0

903 +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.

478 +0

13,050 +20

3,320 -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.

437 +0

17,780 +26

4,455 -3

audio by pytorch

Data manipulation and transformation for audio signal processing, powered by PyTorch

created at May 5, 2017, 12:38 a.m.

73 +0

2,386 +7

627 -1

madmom by CPJKU

Python audio and music signal processing library

created at Sept. 8, 2015, 8:19 a.m.

43 +0

1,240 +0

198 -1

Yaafe by Yaafe

Audio features extraction

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

17 +0

241 +0

43 -1

missingno by ResidentMario

Missing data visualization module for Python.

created at March 27, 2016, 3:18 p.m.

76 +0

3,816 +7

510 +1