Probabilistic-Programming-and-Bayesian-Methods-for-Hackers in josephmisiti/awesome-machine-learning, jtoy/awesome-tensorflow, ujjwalkarn/Machine-Learning-Tutorials, 44bits/awesome-opensource-documents

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.

Jupyter Notebook

1,370 +0

26,805 +8

7,884 +3

GitHub
lifelines in josephmisiti/awesome-machine-learning

Survival analysis in Python

created at Aug. 28, 2013, 12:16 a.m.

Python

70 +0

2,373 +2

560 +0

GitHub
lifetimes in kdeldycke/awesome-billing

Lifetime value in Python

created at Dec. 29, 2014, 2:47 a.m.

Python

53 +0

1,449 +1

374 +0

GitHub
decision-weights in josephmisiti/awesome-machine-learning

Homegrown analysis of Prospect Theory: Math, turkers and python =)

created at May 24, 2014, 5:27 p.m.

Python

6 +0

33 +0

9 +0

GitHub