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recommender icon recommender

A recommender system for purchase data using Spark.

recommender-1 icon recommender-1

A C library for product recommendations/suggestions using collaborative filtering (CF)

recommender-2 icon recommender-2

NReco Recommender is a .NET port of Apache Mahout CF java engine (standalone, non-Hadoop version)

recommender-system icon recommender-system

Different recommendation methods for books: 1) content-based with Amazon API 2) Low-rank matrices decomposition 3) Clustering of similar items

recommender-systems icon recommender-systems

A recommender system were there are m different users and n different items. A user i may give an item j a rating value k based on this user’s preference.This is accomplished based on a certain amount of user input data by predicted rating for the items having no existing ratings.

recommender_system_algorithm_comparision icon recommender_system_algorithm_comparision

This assignment attempts to compare various techniques used in implementing Recommender Systems on the basis of their errors using Root Mean Square Error, Precision on top K and Spearman Rank Correlation. The techniques implemented are User User and Item Item CF, UU and II CF with baseline filtering, SVD, 90% SVD, CUR, and 90% CUR.

recommender_systems_dsnd icon recommender_systems_dsnd

Recommender Systems project for DSND. Includes EDA, rank based recommendations, user-user based collaborative filtering, and matrix factorization.

recopoi-server icon recopoi-server

Point of Interest Recommendation System that implements Collaborative Filtering for Implicit Feedback Datasets and uses Master-Slave to distribute the calculations to many Worker Computers

recopoi_server icon recopoi_server

Point of Interest Recommendation System that implements Collaborative Filtering for Implicit Feedback Datasets and Master-Slave model.

recoprod icon recoprod

Content based Recommender System which implements sentiment analysis(Naive Bayes,SVMs) on Amazon product reviews. Built in Python(Beautiful Soup,SciPy,NumPy,matplotlib),Java and RapidMiner

recosystem icon recosystem

Recommender System Using Parallel Matrix Factorization

recountnnlspaper icon recountnnlspaper

Repository for code used to create analyses and figures for the recountNNLSpaper

recpat-tp1 icon recpat-tp1

Analysis of bayesian classification for image content recognition, generating synthetic data for testing, assuming gaussian distribution of data. Also bivariate gaussian distribution parameters estimation from previously tagged image.

recq icon recq

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

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