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 Movies Recommendation System☆82Updated 5 years ago
- 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 5 years ago
- Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems☆303Updated 2 years ago
- Tensorflow implementation for "Generative Adversarial User Model forReinforcement Learning Based Recommendation System"☆130Updated 6 years ago
- Several sequential recommended models implemented by tenosrflow1.x☆119Updated 4 years ago
- Learning to Recommend using a Deep Reinforcement Agent☆23Updated 8 years ago
- A PyTorch implementation of Neural Attentive Session Based Recommendation (NARM)☆107Updated 2 years ago
- ☆74Updated 5 years ago
- ☆101Updated 5 years ago
- RL Recommendation System☆13Updated 6 years ago
- ☆23Updated 6 years ago
- Autorec (Autoencoders Meet Collaborative Filtering)☆137Updated 7 years ago
- KKBox's Music Recommendation Challenge on Kaggle.☆32Updated 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
- TensorFlow Implementation of Neural Attentive Item Similarity Model for Recommendation on TKDE 2018☆149Updated 6 years ago
- TensorFlow simple implemenation of AttRec model in paper "Next Item Recommendation with Self-Attention"☆26Updated 5 years ago
- ☆55Updated 6 years ago
- Attentive Group Recommendation☆135Updated 4 years ago
- This is our implementation of NARRE:Neural Attentional Regression with Review-level Explanations☆108Updated 7 years ago
- Code for the KDD 2018 paper: STAMP: Short-Term Attention/Memory Priority Model for Session-based Recommendation☆139Updated 6 years ago
- ☆133Updated 7 years ago
- Sequential recommendation algorithm☆28Updated 6 years ago
- Codes and Datasets for paper RecSys'20 "SSE-PT: Sequential Recommendation Via Personalized Transformer" and NurIPS'19 "Stochastic Shared …☆112Updated 4 years ago
- A PyTorch implementation of Convolutional Sequence Embedding Recommendation Model (Caser)☆271Updated 4 years ago
- Explore CNN/LSTM/GRU parallel architectures for movie recommendations using Keras & TensorFlow in Python☆51Updated 7 years ago
- Reproduce of Top-K Off-Policy Correction for a REINFORCE Recommender System☆26Updated 5 years ago
- Experimental codes for paper "Outer Product-based Neural Collaborative Filtering".☆139Updated 6 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…☆51Updated 3 years ago
- An other implementation of GRU4REC using PyTorch☆250Updated 4 years ago