plex-recommender

Description: Get movie/tv recommendations based on your current PleX library. It will go through each item in the list, pull the number of recommendations you request, tally them, and then print out an ordered list of the most recommended items based on your inputs.

Notes: In order for it to work you will need a TMDB API key, which is free.

The script uses no external libraries, and is built for Python 3. There is little in the way for error checking bad user input.

Creating .json: I recommend using Tautulli to create the main .json for ingestion, the script is built around this specific export format. To do that, go to the library you want to export, choose 'Export Metadata' and set the following different from default:

Data File Format: JSON
Custom Metadata Fields: guids.id
Media Info Export Level: Level 0 - None / Custom

From there, all you have to do is run the script and select the previously created .json.

Example usage and output:

python .\recommender.py

(R)ecommended - From "recommended" list on media page.
(S)imilar - From similar keywords and genres.
Select recommendation type (R/S):
        s
Enter media type (Movie/TV):
        m
Enter number of recommendations (range 1-20):
        10
Enter TMDB API key:
        xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Enter full path to Tautulli metadata output .json with guids.id field:
        ".\Library - Movies - All [1].json"


Extracting TMDB IDs from list of media at:
        .\Library - Movies - All [1].json...

Getting 10 TMDB recommendations for each of the 1166 IDs...
        Progress: |██████████████████████████████| 100.00% Complete

1 titles with no recommendations:
        Zombie Cop (1991)

Total recommendations:
        7947

Top 10 recommendations:
        Movie - Death Race (2008)
        TMDB - https://www.themoviedb.org/movie/10483
        IMDB - https://www.imdb.com/title/tt0452608/
        Recommended - 125 times

<snip>

Plex-recommender - Get movie recommendations based on your current PleX library

Related tags

Overview

plex-recommender

Owner

A TensorFlow recommendation algorithm and framework in Python.

A framework for large scale recommendation algorithms.

Codes for AAAI'21 paper 'Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation'

Accuracy-Diversity Trade-off in Recommender Systems via Graph Convolutions

Code for KHGT model, AAAI2021

Respiratory Health Recommendation System

Code for MB-GMN, SIGIR 2021

Recommendation System to recommend top books from the dataset

Cloud-based recommendation system

An open source movie recommendation WebApp build by movie buffs and mathematicians that uses cosine similarity on the backend.

Continuous-Time Sequential Recommendation with Temporal Graph Collaborative Transformer

A Library for Field-aware Factorization Machines

A Python implementation of LightFM, a hybrid recommendation algorithm.

Movies/TV Recommender

It is a movie recommender web application which is developed using the Python.

Pytorch domain library for recommendation systems

Attentive Social Recommendation: Towards User And Item Diversities

A library of Recommender Systems

Reinforcement Knowledge Graph Reasoning for Explainable Recommendation