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Scraping publicly-accessible Letterboxd data for movie recommendations
Scraping publicly-accessible Letterboxd data and creating a movie recommendation model with it that can generate recommendations when provided with a Letterboxd username. A user's "star" ratings are scraped from their Letterboxd profile and assigned numerical ratings from 1 to 10 (accounting for half stars). Their ratings are then combined with a sample of ratings from the top 4000 most active users on the site to create a collaborative filtering recommender model using singular value decomposition (SVD). All movies in the full dataset that the user has not rated are run through the model for predicted scores and the items with the top predicted scores are returned. ...
Projects Status is Beta
currently supported:
ftp
ftps
todo list:
add sftp support
Ftpwar is a ftp terminal program to replace the current Ubuntu or Mint stock ftp program that only works half the time. I have simplified commands and made some new ones. I also think mine is prettier. :D