VladimirKazantsevPM

VladimirKazantsevPM's starred repositories

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

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 ;)

Language:Jupyter NotebookMIT26526 1370 244

mpld3

An interactive data visualization tool which brings matplotlib graphics to the browser using D3.

Language:Jupyter NotebookBSD-3-Clause2340 82 355

pyflux

Open source time series library for Python

Language:PythonBSD-3-Clause2099 70 151

prettyplotlib

Painlessly create beautiful matplotlib plots.

Language:PythonMIT1685 84 64

recipy

Effortless method to record provenance in Python

Language:PythonApache-2.0437 13 183

Personal project to compare hierarchical linear regression in PyMC3 and PyStan, as presented at http://pydata.org/london2016/schedule/presentation/30/ video: https://www.youtube.com/watch?v=Jb9eklfbDyg

Language:Jupyter Notebook127 70

BAS

BAS R package https://merliseclyde.github.io/BAS/

Language:CGPL-3.041 4 68

pbrtMayaPy

PBRT Plugin for Maya. PBRT v2 is described in Physically Based Rendering: From Theory To Implementation book

Language:Python22 60