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cleaning_data

cofactor

CoFactor: Regularizing Matrix Factorization with Item Co-occurrence

content_wmf

Content-aware weighted matrix factorization

cosmos_ucd

A collection of programs for teaching a computational biophysics section of COSMOS at UC Davis.

ctr

Collaborative modeling for recommendation. Implements variational inference for a collaborative topic models. These models recommend items to users based on item content and other users' ratings.

edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

expo-mf

Exposure Matrix Factorization: modeling user exposure in recommendation

gw_tools

Tools and Analysis for Guild Wars 2

implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

interviews

keyword_tags

Scripts used to find keyword tags for stack exchange posts.

latex

lyrics_sentiment

A small collection of scripts to analyze the postive/negative lyrics in songs.

modern-deedy

A resume template based on Deedy

ncaa

nlcpyro

A collection of useful tools for finding the thermodynamic properties of pyrochlore quantum spin ices.

online_courses

phdntom.github.io

Github page.

polyshaper

A collection of routines to generate connected graphs on lattice geometries.

polyshapeweb

A shape generation algorithm and utilities for use in scientific computation.

rngesus

A place for random investigations into cool problems.

twitter_stream

us-atlas

Roll your own TopoJSON from the National Atlas and U.S. Census Bureau.

viterbi_hmm

Viterbi (dynamic programming) Algorithm for sentence tagging in a HMM; implemented in python.

wmf

Weighted matrix factorization in Python