librosa by librosa

Python library for audio and music analysis

created at Oct. 20, 2012, 2:21 p.m.

136 +0

7,173 +20

964 +1

blaze by blaze

NumPy and Pandas interface to Big Data

created at Oct. 26, 2012, 2:25 p.m.

194 +0

3,187 +0

391 +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

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

gplearn by trevorstephens

Genetic Programming in Python, with a scikit-learn inspired API

created at March 26, 2015, 1:01 a.m.

51 +0

1,615 +5

283 +0

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

hyperopt-sklearn by hyperopt

Hyper-parameter optimization for sklearn

created at Feb. 19, 2013, 4:09 p.m.

58 +0

1,588 +0

273 +0

scikit-plot by reiinakano

An intuitive library to add plotting functionality to scikit-learn objects.

created at Feb. 4, 2017, 6:22 a.m.

65 +0

2,427 +0

284 +0

emcee by dfm

The Python ensemble sampling toolkit for affine-invariant MCMC

created at Nov. 7, 2011, 4:17 p.m.

85 +0

1,470 +2

430 +0

statsmodels by statsmodels

Statsmodels: statistical modeling and econometrics in Python

created at June 12, 2011, 5:04 p.m.

283 +0

10,150 +26

2,885 +5

pymc by pymc-devs

Bayesian Modeling and Probabilistic Programming in Python

created at Feb. 20, 2015, 5:12 p.m.

226 +1

8,720 +6

2,015 +4

stacked_generalization by fukatani

Library for machine learning stacking generalization.

created at May 10, 2016, 3:35 p.m.

11 +0

117 +0

25 +0

pytorch by pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

created at Aug. 13, 2016, 5:26 a.m.

1,743 +1

83,990 +192

22,642 +50

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 +0

2,745 +10

716 -1

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.

115 -1

4,909 +4

872 +3

deap by DEAP

Distributed Evolutionary Algorithms in Python

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

191 +0

5,852 +8

1,128 +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 +0

9,736 +5

1,572 +0

pyhsmm by mattjj

None

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

56 +0

549 +0

174 +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.

543 +0

8,751 +7

1,577 +0

missingno by ResidentMario

Missing data visualization module for Python.

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

76 +0

3,961 +6

518 +1