rposhala / Recommender-System-on-MovieLens-dataset
Knowledge-based, Content-based and Collaborative Recommender systems are built on MovieLens dataset with 100,000 movie ratings. These Recommender systems were built using Pandas operations and by fitting KNN, SVD & deep learning models which use NLP techniques and NN architecture to suggest movies for the users based on similar users and for que…
☆135Updated last year
Alternatives and similar repositories for Recommender-System-on-MovieLens-dataset:
Users that are interested in Recommender-System-on-MovieLens-dataset are comparing it to the libraries listed below
- Recommendation Systems This is a workshop on using Machine Learning and Deep Learning Techniques to build Recommendation Systesm Theory:…☆191Updated 9 months ago
- 4 different recommendation engines for the MovieLens dataset.☆436Updated 5 years ago
- A Machine Learning Case Study for Recommendation System of movies based on collaborative filtering and content based filtering.☆39Updated 6 years ago
- This repository contains the code for building movie recommendation engine.☆77Updated 7 years ago
- Recommendation System using ML and DL☆495Updated 2 years ago
- This repository contains the code for building a recommendation system using Graph Neural Networks(GNNs).☆30Updated 3 years ago
- Designed a movie recommendation system using content-based, collaborative filtering based, SVD and popularity based approach.☆31Updated 4 years ago
- Implementing Content based and Collaborative filtering(with KNN, Matrix Factorization and Neural Networks) in Python☆57Updated 5 years ago
- Implemented User Based and Item based Recommendation System along with state of the art Deep Learning Techniques☆62Updated 4 years ago
- This repository contains collaborative filtering recommender system build in Python with surprise package to predict book ratings in Book…☆36Updated 5 years ago
- Implementing user-based and item-based collaborative filtering algorithms on MovieLens dataset and comparing the results.☆12Updated 4 years ago
- Keras implementation of AutoRec and DeepRecommender from Nvidia.☆63Updated 5 years ago
- pytorch version of NCF☆37Updated 4 years ago
- A course recommendation system using the Coursera Courses dataset which contains over 3,000 courses.☆28Updated last year
- This is a Recommedation System based project where Top 5 books will be recommended to a user.☆12Updated 4 years ago
- We used deep learning models on SparkML to create a hybrid recommender system that leverages both content and collaborative data.☆15Updated 5 years ago
- Movie Recommender System with Django.☆73Updated 9 months ago
- Movie Recommendation System using the MovieLens dataset☆19Updated 7 years ago
- Official implementation of the GRU4Rec algorithm in PyTorch☆63Updated last year
- A Hybrid recommendation engine built on deep learning architecture, which has the potential to combine content-based and collaborative fi…☆32Updated 6 years ago
- GHRS: Graph-based hybrid recommendation system with application to movie recommendation☆35Updated 5 months ago
- Hybrid Recommender System☆23Updated 3 years ago
- Basic Movie Recommendation Web Application using user-item collaborative filtering.☆222Updated 2 years ago
- Context and Attribute-Aware Sequential Recommendation via Cross-Attention, RecSys 2022☆66Updated last year
- An introduction to recommendation systems in Python☆188Updated 4 years ago
- Recommend movies to users by RBMs, TruncatedSVD, Stochastic SVD and Variational Inference☆19Updated 5 years ago
- Contains code which covers various methods for recommending movies, some of the methods include matrix factorisation , deep learning base…☆43Updated 6 years ago
- This project aims to build & optimise a book recommendation system based on collaborative filtering and will tackle an example of both me…☆20Updated 3 years ago
- A repository for a machine learning project about developing a hybrid movie recommender system.☆41Updated 3 years ago
- Implemented Content-based filtering, Collaborative filtering and K-Means Clustering on MovieLens Dataset(https://www.kaggle.com/rounakban…☆18Updated 7 years ago