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joshnr13's Projects

algorithms

An educational library of algorithms in Python

arogi-demos

A web-accessible spatial optimization showcase from your pals at Arogi. See it in action at: http://arogi.xyz/arogi-demos

awesome-bigdata

A curated list of awesome big data frameworks, ressources and other awesomeness.

awesome-datascience

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

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

basel

Framework for Bootstrap, AngularJS, SQLite, Electron

bayesfactor

BayesFactor R package for Bayesian data analysis with common statistical models.

bayesian-belief-networks

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

bayesian-modelling-in-python

A python tutorial on bayesian modeling techniques (PyMC3)

bayesian_first_aid

Inside every classical test there is a Bayesian model trying to get out.

bayesian_nonparametrics

Slides and code for Bayesian nonparametrics in R and Julia

bayeslite

BayesDB on SQLite. A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself.

bayespy

Bayesian Python: Bayesian inference tools for Python

behrensrjags

Simple tools to run analyses of Behren's behavior model using R and JAGS.

big-list-of-naughty-strings

The Big List of Naughty Strings is a list of strings which have a high probability of causing issues when used as user-input data.

blaze

NumPy and Pandas interface to Big Data

blenditbayes

Code used in my blog "Blend it like a Bayesian!"

bootstraprisk

Backtesting Bootstrap Value-at-Risk and Expected Shortfall estimates in GARCH models (Master Dissertation)

bpl

Bayesian Program Learning model for one-shot learning

brms

Fit Bayesian generalized (non-)linear multilevel models using Stan for full Bayesian inference.

ccar-websockets

CCAR (Comprehensive Capital Analysis and Review) aka stresstests is a model to evaluate a portfolio risk. This project provides a place to manage this for a user.

celery

Distributed Task Queue (development branch)

chicagocrimes

Exploring public Chicago crimes data set in Python

cida-viz

Datasets and docs for CIDA's data visualization challenge

classifier

A general classifier module to allow Bayesian and other types of classifications.

climate-risk-modeling-us

Assessment of warming and drought related risk for each US zipcode

cluster_ident_kulldorff_ant_optimization

Spatial cluster identification modules as well as ant colony optimization to determine the shape of the clusters

compose

Define and run multi-container applications with Docker

cookbook-code

Recipes of the IPython Cookbook, the definitive guide to high-performance scientific computing and data science in Python

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