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Mindaugas Zickus's Projects

recommendify icon recommendify

ruby/redis based recommendation engine (collaborative filtering)

recq icon recq

RecQ: A Python Framework for Recommender Systems (TensorFlow Supported)

recsys-1 icon recsys-1

recommendation system written by matlab codes

recsys-cotraining icon recsys-cotraining

This repository holds the implementation, for the thesis project: Improving Collaborative Filtering Techniques by the use of Co-Training in Recommender Systems. This project was done under a thesis research for Fernando Benjamín Pérez Maurera, under supervision of Professor Paolo Cremonesi and Engineer Maurizio Ferrari, at Politecnico di Milano.

recsys-tutorial icon recsys-tutorial

Recommender Systems in Depth: An introduction to Recommender Systems using Python and Crab

recsys-tutorial-1 icon recsys-tutorial-1

Tutorials and examples of various recommender systems in industrial applications

recsys19_hybridsvd icon recsys19_hybridsvd

Accompanying code for reproducing experiments from the HybridSVD paper. Preprint is available at https://arxiv.org/abs/1802.06398.

recsys2019_deeplearning_evaluation icon recsys2019_deeplearning_evaluation

This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches"

recsys_course_2018 icon recsys_course_2018

This is the official repository for the 2018 Recommender Systems course at Polimi.

recsyslab icon recsyslab

A recommender system for my bachelor thesis

recsysmf icon recsysmf

Matrix Factorization for Recommender System with Parallel Stochastic Gradient Descent (with locks).

recsysmodels icon recsysmodels

TensorFlow implementations of recommender systems models for implicit feedback & sequential actions

recwalk icon recwalk

Implementation of the RecWalk recommendation algorithm

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