Probabilistic-Programming-and-Bayesian-Methods-for-Hackers by CamDavidsonPilon

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

created at Jan. 14, 2013, 3:46 p.m.

1,370 +0

26,805 +8

7,884 +3

pydata-book by wesm

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

created at June 30, 2012, 6:39 p.m.

1,485 +0

22,245 +29

15,185 +14

introduction_to_ml_with_python by amueller

Notebooks and code for the book "Introduction to Machine Learning with Python"

created at May 29, 2016, 6:29 p.m.

367 +0

7,450 +2

4,565 -1

scikit-learn-videos by justmarkham

Jupyter notebooks from the scikit-learn video series

created at April 6, 2015, 2:08 a.m.

348 +0

3,674 +0

2,542 +0

ThinkComplexity by AllenDowney

Code for Allen Downey's book Think Complexity, published by O'Reilly Media.

created at Jan. 8, 2013, 3:03 p.m.

17 +0

100 +1

79 +0

pandas-cookbook by jvns

Recipes for using Python's pandas library

created at Dec. 21, 2013, 5:14 p.m.

305 +0

6,664 +7

2,317 +1

neon_course by NervanaSystems

neon tutorials

created at June 27, 2016, 3:45 p.m.

80 +0

93 +0

46 +0

notebooks by ogrisel

Some sample IPython notebooks for scikit-learn

created at Oct. 12, 2011, 8:04 p.m.

50 +0

565 +0

203 +0

hdbscan by lmcinnes

A high performance implementation of HDBSCAN clustering. http://hdbscan.readthedocs.io/en/latest/

created at Aug. 31, 2016, 12:42 p.m.

9 +0

93 +0

25 +0

SOMPY by sevamoo

A Python Library for Self Organizing Map (SOM)

created at Aug. 24, 2014, 12:06 p.m.

33 +0

535 -1

242 +0

sklearn-bayes by AmazaspShumik

Python package for Bayesian Machine Learning with scikit-learn API

created at July 30, 2015, 3:15 a.m.

33 +0

514 +1

118 +0

rep by yandex

Machine Learning toolbox for Humans

created at April 13, 2015, 6:32 p.m.

50 +0

689 +0

144 +0

breze by breze-no-salt

Breze with all the stuff.

created at Aug. 30, 2013, 7:25 a.m.

12 +0

96 +0

44 +0

jellyfish by jamesturk

🪼 a python library for doing approximate and phonetic matching of strings.

created at July 9, 2010, 8:41 p.m.

42 +0

2,066 -1

158 -2

rosetta by columbia-applied-data-science

Tools, wrappers, etc... for data science with a concentration on text processing

created at Nov. 3, 2013, 4:13 p.m.

22 +0

206 +0

47 +0

presentations by JuliaCon

Presentations for JuliaCon

created at June 19, 2014, 3:13 p.m.

37 +0

69 +0

19 +0

Knet.jl by denizyuret

Koç University deep learning framework.

created at Sept. 29, 2015, 11:42 p.m.

83 +0

1,431 +0

230 +0

ROCAnalysis.jl by davidavdav

Receiver Operating Characteristics and functions for evaluation probabilistic binary classifiers

created at March 13, 2014, 8:23 a.m.

5 +0

32 +1

10 +0

GaussianProcesses.jl by STOR-i

A Julia package for Gaussian Processes

created at April 30, 2015, 2:46 p.m.

14 +0

308 +0

53 +0

pattern_classification by rasbt

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

created at March 30, 2014, 5:34 a.m.

387 +0

4,149 +2

1,288 +0