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 queries specific to genre, user, movie, rating, popularity.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Plextraktsync | 1,310 | 3 months ago | 149 | December 06, 2023 | 34 | mit | Python | |||
| A python script that syncs the movies, shows and ratings between trakt and Plex (without needing a PlexPass or Trakt VIP subscription) | ||||||||||
| Pyfm | 770 | 5 years ago | 1 | November 29, 2022 | 30 | Python | ||||
| Factorization machines in python | ||||||||||
| Traktrater | 499 | a year ago | 54 | C# | ||||||
| TraktRater is a tool written in C# to help users transfer user episode, show and movie user ratings and watchlists from multiple media database sites around the web. | ||||||||||
| Movietweetings | 367 | 2 years ago | mit | |||||||
| A Live Movie Rating Dataset Collected From Twitter | ||||||||||
| Nsmc | 259 | 7 years ago | 1 | Python | ||||||
| Naver sentiment movie corpus | ||||||||||
| Rats | 245 | 4 months ago | 42 | agpl-3.0 | HTML | |||||
| Movie Ratings Synchronization with Python | ||||||||||
| Updatetool | 238 | 6 months ago | 7 | gpl-3.0 | Java | |||||
| A tool to update the IMDB ratings for Plex libraries that contain movies/series and use the IMDB agent to receive ratings | ||||||||||
| Recommendersystem Dataset | 235 | 3 years ago | 1 | |||||||
| This repository contains some datasets that I have collected in Recommender Systems. | ||||||||||
| Hin Datasets For Recommendation And Network Embedding | 215 | 4 years ago | 9 | |||||||
| Heterogeneous Information Network Datasets for Recommendation and Network Embedding | ||||||||||
| Movielens | 202 | 5 years ago | 5 | mit | Jupyter Notebook | |||||
| 4 different recommendation engines for the MovieLens dataset. | ||||||||||
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Jupyter Notebook
Rating
Collaboration
Recommendation System