probabilistic-matrix-factorization

NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1

Bayesian Factorization with Side Information in C++ with Python wrapper

algorithms about recommender systems：probabilistic matrix factorization

An implementation of Probabilistic Matrix Factorization in Amazon Product Reviews.

Variational Inference library for Probabilistic Count Matrix Factorization (pCMF) and single-cell expression data analysis

Review classification and recommendation system based on random forest and data analysis of amazon food review dataset

probabilistic matrix factorization for recommender system based on gibbs sampling and variational mean field - final projects of probablistic graphical models course

Used Probabilistic Matrix Factorization (PMF) to recommend Netflix users movies and TV shows using PyMC3. Proved the superiority of the Bayesian method against baseline models.

Collaborating Filtering Project

Using probabilistic matrix factorization to operationalize Harrison Hayford's draft hypotheses of Moby-Dick

Programas en proceso de desarrollo de mi tesis basada en sistemas de recomendacion, collaborative filtering por ahora, falta agregar content based. De collaborative filtering tanto memory based como model based.

VVAMo-IEEE TCYB 2021, network clustering, probabilistic matrix factorization

Movie recommender on MovieLens 1M comparing SVD and PMF matrix factorization, built from scratch with numpy, served via a Streamlit dashboard. PMF RMSE 0.8499.