shirishjain / Music-Recommender-EngineLinks
The purpose of this Personalized Music Recommendation Engine is to use reinforcement learning approach to build a music recommender system and to formulate the problem of interactive recommendation as a contextual multi-armed bandit, learning user preferences recommending new songs and receiving their ratings.
☆34Updated 7 years ago
Alternatives and similar repositories for Music-Recommender-Engine
Users that are interested in Music-Recommender-Engine are comparing it to the libraries listed below
Sorting:
- Deep reinforcement learning for recommendation system☆185Updated 6 years ago
- The purpose of our research is to study reinforcement learning approaches to building a movie recommender system. We formulate the proble…☆119Updated 6 years ago
- Deep Reinforcement Learning for Movies Recommendation System☆83Updated 6 years ago
- ☆74Updated 6 years ago
- Several sequential recommended models implemented by tenosrflow1.x☆119Updated 4 years ago
- TensorFlow Implementation of Deep Item-based Collaborative Filtering Model for Top-N Recommendation☆100Updated 2 years ago
- A PyTorch implementation of Neural Attentive Session Based Recommendation (NARM)☆108Updated 3 years ago
- Learning to Recommend using a Deep Reinforcement Agent☆23Updated 8 years ago
- ☆101Updated 5 years ago
- Code for the KDD 2018 paper: STAMP: Short-Term Attention/Memory Priority Model for Session-based Recommendation☆138Updated 7 years ago
- Music recommendations☆19Updated 5 years ago
- Tensorflow implementation for "Generative Adversarial User Model forReinforcement Learning Based Recommendation System"☆131Updated 6 years ago
- TensorFlow Implementation of Neural Attentive Item Similarity Model for Recommendation on TKDE 2018☆149Updated 6 years ago
- Hierarchical Gating Networks for Sequential Recommendation☆143Updated 4 years ago
- This is our implementation of NARRE:Neural Attentional Regression with Review-level Explanations☆108Updated 7 years ago
- Source code from the KDD 2021 article "A Semi-Personalized System for User Cold Start Recommendation on Music Streaming Apps" by L. Brian…☆52Updated 4 years ago
- Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems☆306Updated 2 years ago
- ☆23Updated 7 years ago
- ☆134Updated 8 years ago
- Autorec (Autoencoders Meet Collaborative Filtering)☆137Updated 7 years ago
- Generative model for sequential recommendation based on Convolution Neural Networks (CNN))☆114Updated last year
- TensorFlow simple implemenation of AttRec model in paper "Next Item Recommendation with Self-Attention"☆26Updated 5 years ago
- A Matlab implementation of Convolutional Sequence Embedding Recommendation Model (Caser)☆77Updated 7 years ago
- This repository contains python (using Keras) code implementing variational autoencoders for collaborative filtering on movielens and spo…☆34Updated 4 years ago
- Collaborative Memory Network for Recommendation Systems, SIGIR 2018☆179Updated 4 years ago
- Attentive Group Recommendation☆136Updated 5 years ago
- The code to reproduce the experimental results for "A Text-based Deep Reinforcement Learning Framework for Interactive Recommendation".☆13Updated 4 years ago
- Experimental codes for paper "Outer Product-based Neural Collaborative Filtering".☆139Updated 6 years ago
- A PyTorch implementation of Convolutional Sequence Embedding Recommendation Model (Caser)☆272Updated 4 years ago
- Hierarchical User Profiling for E-commerce RecommenderSystems, WSDM 2020☆48Updated 4 years ago