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colinsongf's Projects

netflix-chill-server icon netflix-chill-server

Tinder for Netflix! Match with users based on geolocation and movie taste. CalHacks 2.0.

netflix-dvd-feed icon netflix-dvd-feed

Processes incoming email from NetFlix and creates an RSS feed out of them.

netflix-rmse icon netflix-rmse

An algorithm that predicts user ratings for movies (Netflix Prize)

netflix-tools icon netflix-tools

Capture your personal viewing history, get predicted ratings for movies in theaters, etc.

netflix.madmanslitany icon netflix.madmanslitany

My sadly incomplete attempt to construct a Netflix Prize entry during 2008. The essentials of kNN using Pearson correlation implemented in Python with C extensions are there, but there were some bugs I didn't get a chance to work out due to time pressure caused by my real job.

netflix.py icon netflix.py

Fork of synedra's pyflix library for accessing the Netflix API via Python

netflix_als icon netflix_als

Simple Alternating Least Squares (ALS) recommender implementation for the Netflix dataset

netflix_als-1 icon netflix_als-1

als with weighted-lambda-regularization solution to the collaborative filtering problem in about 100 lines of python

netflix_prize_matrix_factorization icon netflix_prize_matrix_factorization

implementation of Alternating Least Squares algorithm as recommender system for Netflix problem (dataset ~100,000 user-movie rating 'transactions')

netflixprize icon netflixprize

Draft python code for the netflix prize conpetition. Implements KKN and some other stuff.

netifaces icon netifaces

I'm not the author of netifaces, I just added the project on github and I added a spec file to build the RPM package for the basic Amazon Linux AMI 2012.03

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