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awesome-datascience

An awesome Data Science repository to learn and apply for real world problems.

awesome-probabilistic-networks

bayesian-belief-networks

Pythonic Bayesian Belief Network Package, supporting creation of and exact inference on Bayesian Belief Networks specified as pure python functions.

bda_py_demos

Bayesian Data Analysis demos for Python

damtp

indus

Studies in the Indus civilization using combined methods

indus-script-ocr

The Indus script optical grapheme recognition engine (from archaeological artifact images)

mathematical-biology

Supplementary material for the Mathematical Biology course of the Mathematical Tripos at Cambridge University

maxent

weblog

minimum-entropy

Static files for weblog

nbody-simulation

Parallel N-Body Simulation with Barnes-Hut Approximation

npf

code to host a professional site

pomegranate

Graphical models for Python, implemented in Cython for speed.

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 ;)

pybisp

This aims to be a collection of tools for performing Bayesian parameter estimation and model selection on stochastic processes. The immediate goal is to implement estimation methods

pyddx

Differentiation matrices in Numpy

pyddx-lectures

Lectures on partial differential equations using pyddx

pylearn

Bayesian machine learning in Python

pyljfluid

Classical Simulations of LJ Fluids using Python

pyman

Introduction to Python for Science

pyprocess

Generate stochastic processes using Python. Unfortunately not maintained any longer =(

pyray

Resources for ray tracing in python

stochastic-processes

Stochastic processes for non-equilibrium statistical physics

stochastic-processes-theoretical-physics

Supplementary material for the Part III course of the Mathematical Tripos at the Universit of Cambridge

subgrid

Rupert's LB code with subgrid particles

tabletopwhale.github.io

trackpy

Python particle tracking toolkit

vextab

A VexTab Parser for VexFlow

webpage-hugo