Discover PreferredAI/ComparER Open Source project

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Created almost 4 years ago
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PreferredAI

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Code of the paper "Explainable Recommendation with Comparative Constraints on Product Aspects", WSDM'21

cornac

A Comparative Framework for Multimodal Recommender Systems

Python

874

tutorials

A tutorial series by Preferred.AI

Jupyter Notebook

166

vista-net

Code for the paper "VistaNet: Visual Aspect Attention Network for Multimodal Sentiment Analysis", AAAI'19

Python

venom

Your preferred open source focused crawler for the deep web.

Java

vs-cnn

Code for the paper "Visual Sentiment Analysis for Review Images with Item-Oriented and User-Oriented CNN", ACM MM'17

Python

bi-vae

Code for the paper "Bilateral Variational Autoencoder for Collaborative Filtering", WSDM'21

Python

beacon

The implementation of "Correlation-Sensitive Next-Basket Recommendation"", published in IJCAI'19

Python

mrg

Code for the paper "Multimodal Review Generation for Recommender Systems", WWW'19

Python

cerebro

Your personalized retrieval engine

Java

recommendation-retrieval

A tutorial on scalable retrieval of matrix factorization recommendations

Jupyter Notebook

cornac-ab

Recommendation A/B Testing Integration with Cornac

Vue

compare-lda

A Topic Model for Document Comparison

venom-tutorial

A tutorial based on your preferred open source focused crawler for the deep web.

Java

cbs

Modeling Contemporaneous Basket Sequences with Twin Networks for Next-Item Recommendation

Python

mp-simrank

This repository provides a Matlab implementation of MP-SimRank, a graph-based framework that models multiple perspective of similarity in the data

core-technologies

Core technologies developed by Preferred.AI

seer

Code of the paper "Synthesizing Aspect-Driven Recommendation Explanations from Reviews", IJCAI'20

Python

venom-examples

A basic web crawler example

Java

csvpl

CSV Processing Language

Java

helm-charts

Preferred.AI Helm Chart Repository

Mustache

adjacent-encoder

Source code of the AAAI-2020 paper "Topic Modeling on Document Networks with Adjacent-Encoder"

Python

plrmm

Plackett-Luce Regression Mixture Model

Python

ReIntNTM

ReIntNTM: A Tool for extracting better topics from neural topic models

Jupyter Notebook

sml

Code for the paper "Sentiment-Oriented Metric Learning for Text-to-Image Retrieval", ECIR'21

Python

topic-metrics

Your preferred tool for meddling with topics

Jupyter Notebook

HypAR

Code of the paper "Hypergraphs with Attention on Reviews for Explainable Recommendation", ECIR'24

Python

sequentialign

Code for the AIED-2022 Paper "Towards Aligning Slides and Video Snippets: Mitigating Sequence and Content Mismatches"

Python

cerebro-tutorial

A tutorial based on Cerebro

Java

superposed-topics

Jupyter Notebook

PreferredAI/ComparER

PreferredAI

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