Real time recommendation playground

Last update: Nov 07, 2022

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Overview

concierge

A continuous learning collaborative filter¹ deployed with a light web server². Distributed updates are live (real time pubsub + delta training from model snapshots).

Live:

exploring redis pubsub updates, and model persistence
using redis ordered sets to take incremental trained models and augment them with the latest events

using river-ml
using sanic

Released under the MIT License

Owner

Mark Essel

Tech cofounder @welcotravel

GitHub Repository

Reinforcement Knowledge Graph Reasoning for Explainable Recommendation

Reinforcement Knowledge Graph Reasoning for Explainable Recommendation This repository contains the source code of the SIGIR 2019 paper "Reinforcement

197 Dec 28, 2022

The source code for "Global Context Enhanced Graph Neural Network for Session-based Recommendation".

GCE-GNN Code This is the source code for SIGIR 2020 Paper: Global Context Enhanced Graph Neural Networks for Session-based Recommendation. Requirement

98 Dec 28, 2022

Incorporating User Micro-behaviors and Item Knowledge 59 60 3 into Multi-task Learning for Session-based Recommendation

MKM-SR Incorporating User Micro-behaviors and Item Knowledge into Multi-task Learning for Session-based Recommendation Paper data and code This is the

38 Dec 05, 2022

Knowledge-aware Coupled Graph Neural Network for Social Recommendation

KCGN AAAI-2021 《Knowledge-aware Coupled Graph Neural Network for Social Recommendation》 Environments python 3.8 pytorch-1.6 DGL 0.5.3 (https://github.

22 Nov 18, 2022

Code for ICML2019 Paper "Compositional Invariance Constraints for Graph Embeddings"

Dependencies NOTE: This code has been updated, if you were using this repo earlier and experienced issues that was due to an outaded codebase. Please

43 Nov 25, 2022

The official implementation of "DGCN: Diversified Recommendation with Graph Convolutional Networks" (WWW '21)

DGCN This is the official implementation of our WWW'21 paper: Yu Zheng, Chen Gao, Liang Chen, Depeng Jin, Yong Li, DGCN: Diversified Recommendation wi

37 Dec 18, 2022

6002project-rl - An implemention of offline RL on recommender system

An implemention of offline RL on recommender system @author: misajie @update: 20

3 May 24, 2022

Use Jupyter Notebooks to demonstrate how to build a Recommender with Apache Spark & Elasticsearch

Recommendation engines are one of the most well known, widely used and highest value use cases for applying machine learning. Despite this, while there are many resources available for the basics of

793 Dec 18, 2022

Hierarchical Fashion Graph Network for Personalized Outfit Recommendation, SIGIR 2020

hierarchical_fashion_graph_network This is our Tensorflow implementation for the paper: Xingchen Li, Xiang Wang, Xiangnan He, Long Chen, Jun Xiao, and

70 Dec 05, 2022

Collaborative variational bandwidth auto-encoder (VBAE) for recommender systems.

Collaborative Variational Bandwidth Auto-encoder The codes are associated with the following paper: Collaborative Variational Bandwidth Auto-encoder f

14 Dec 11, 2022

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

Movie Pundit Find your next flick by asking the (almost) all-knowing Movie Pundit Jump to Project Source » View Demo · Report Bug · Request Feature Ta

8 May 28, 2022

A PyTorch implementation of "Say No to the Discrimination: Learning Fair Graph Neural Networks with Limited Sensitive Attribute Information" (WSDM 2021)

FairGNN A PyTorch implementation of "Say No to the Discrimination: Learning Fair Graph Neural Networks with Limited Sensitive Attribute Information" (

31 Jan 04, 2023

Real time recommendation playground

Related tags

Overview

concierge

Owner

Mark Essel

Reinforcement Knowledge Graph Reasoning for Explainable Recommendation

The source code for "Global Context Enhanced Graph Neural Network for Session-based Recommendation".

Incorporating User Micro-behaviors and Item Knowledge 59 60 3 into Multi-task Learning for Session-based Recommendation

Knowledge-aware Coupled Graph Neural Network for Social Recommendation

Code for ICML2019 Paper "Compositional Invariance Constraints for Graph Embeddings"

The official implementation of "DGCN: Diversified Recommendation with Graph Convolutional Networks" (WWW '21)

6002project-rl - An implemention of offline RL on recommender system

Use Jupyter Notebooks to demonstrate how to build a Recommender with Apache Spark & Elasticsearch

Hierarchical Fashion Graph Network for Personalized Outfit Recommendation, SIGIR 2020

Collaborative variational bandwidth auto-encoder (VBAE) for recommender systems.

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

A PyTorch implementation of "Say No to the Discrimination: Learning Fair Graph Neural Networks with Limited Sensitive Attribute Information" (WSDM 2021)

A Python scikit for building and analyzing recommender systems

Cloud-based recommendation system

Beyond Clicks: Modeling Multi-Relational Item Graph for Session-Based Target Behavior Prediction

Mutual Fund Recommender System. Tailor for fund transactions.

ToR[e]cSys is a PyTorch Framework to implement recommendation system algorithms

Code for MB-GMN, SIGIR 2021

RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems

Attentive Social Recommendation: Towards User And Item Diversities