Popular GitHub Repositories for Item Item Filtering

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database?.

Gorse open source recommender system engine

A unified, comprehensive and efficient recommendation library

Noise supression using deep filtering

This repository contains Deep Learning based articles , paper and repositories for Recommender Systems

A modern, web-based photo management server. Run it on your home server and it will let you find the right photo from your collection on any device. Smart filtering is made possible by object recognition, face recognition, location awareness, color analysis and other ML algorithms.

Neural Collaborative Filtering

Deep learning for recommender systems

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

SincNet is a neural architecture for efficiently processing raw audio samples.

Factorization Machine models in PyTorch

Next RecSys Library

A Comparative Framework for Multimodal Recommender Systems

This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.

We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.

HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling

Computer vision based vehicle detection and tracking using Tensorflow Object Detection API and Kalman-filtering

[WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"

[WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"

Recommender Systems Paperlist that I am interested in