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richengliang's Projects

该仓库尝试整理推荐系统领域的一些经典算法模型

Bottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome

Model interpretability and understanding for PyTorch

Code for our paper Convolutaional Matrix Factorization for Document Context-Aware Recommendation (RecSys 2016)

Pytorch🍊🍉 is delicious, just eat it! 😋😋

This is the implementation for WSDM 2020 paper "JNET: Learning User Representations via Joint Network Embedding and Topic Embedding"

Java library and command-line application for converting Scikit-Learn pipelines to PMML

Implement of LDA

Lime: Explaining the predictions of any machine learning classifier

A Toolkit for Neural Review-based Recommendation models with Pytorch.

An Open-Source Package for Textual Adversarial Attack.

Latex code for making neural networks diagrams

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

RecQ: A Python Framework for Recommender Systems (TensorFlow Based)

Relational Topic Model (RTM) with hinge loss

A game theoretic approach to explain the output of any machine learning model.

Short Text Topic Modeling, JAVA

Must-read Papers on Textual Adversarial Attack and Defense

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

Latent Dirichlet Allocation (LDA) model for Microblogs (Twitter, weibo etc.)