librosa by librosa

Python library for audio and music analysis

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

137 +0

6,709 +20

921 +0

blaze by blaze

NumPy and Pandas interface to Big Data

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

195 +0

3,180 -1

393 +0

matplotlib by matplotlib

matplotlib: plotting with Python

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

593 -3

19,323 +47

7,412 +5

tflearn by tflearn

Deep learning library featuring a higher-level API for TensorFlow.

created at March 31, 2016, 12:05 p.m.

457 +0

9,605 +0

2,412 -1

gplearn by trevorstephens

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

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

49 +0

1,536 +3

274 +0

gym by openai

A toolkit for developing and comparing reinforcement learning algorithms.

created at April 27, 2016, 2:59 p.m.

1,063 +1

33,912 +31

8,553 +3

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.

192 +0

7,758 +7

1,147 -1

hyperopt-sklearn by hyperopt

Hyper-parameter optimization for sklearn

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

58 +0

1,543 +3

268 +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 -1

2,399 +0

279 +0

emcee by dfm

The Python ensemble sampling toolkit for affine-invariant MCMC

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

87 +0

1,425 +4

430 +0

bokeh by bokeh

Interactive Data Visualization in the browser, from Python

created at March 26, 2012, 3:40 p.m.

442 +0

18,856 +16

4,162 -3

statsmodels by statsmodels

Statsmodels: statistical modeling and econometrics in Python

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

280 -1

9,566 +13

2,823 -1

pymc by pymc-devs

Bayesian Modeling and Probabilistic Programming in Python

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

225 +0

8,172 +10

1,925 +1

stacked_generalization by fukatani

Library for machine learning stacking generalization.

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

11 +0

117 +0

23 +0

pytorch by pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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

1,706 +2

78,132 +174

21,085 +24

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

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