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crystal22's Projects

nettack icon nettack

Implementation of the paper "Adversarial Attacks on Neural Networks for Graph Data".

neuhash-cf icon neuhash-cf

Content-aware Neural Hashing for Cold-start Recommendation. SIGIR 2020

neural-machine-translation icon neural-machine-translation

PyTorch implementation of "Effective Approaches to Attention-based Neural Machine Translation" using scheduled sampling to improve the parameter estimation process.

next_word_prediction-1 icon next_word_prediction-1

Pytorch implementation of next word prediction. Includes my own implementation of Google AI's Transformer architecture

ngat4rec icon ngat4rec

NGAT4Rec: Neighbor-Aware Graph Attention Network ForRecommendation

ngcf-pytorch icon ngcf-pytorch

A toy implementation of Neural Graph Collaborative filtering

ngcf-pytorch-1 icon ngcf-pytorch-1

PyTorch Implementation for Neural Graph Collaborative Filtering

nmcdr icon nmcdr

The code for ICDE2023 paper "Neural Node Matching for Multi-Target Cross Domain Recommendation".

nmt-attention-tf2 icon nmt-attention-tf2

đŸ‘« Effective Approaches to Attention-based Neural Machine Translation implemented as Tensorflow 2.0

nssr icon nssr

source code of the paper of Combining Non-sampling and Self-attention for Sequential Recommendation

olim icon olim

Online Location Inference Method

omulet icon omulet

Online Multi-Lead Time Location Prediction for Hurricane Trajectory Forecasting

openne icon openne

An Open-Source Package for Network Embedding (NE)

osm2rn icon osm2rn

A simple Python code to extract road network (in Shapefile) from OpenStreetMap (OSM)

pace icon pace

Experiment code for Bridging Collaborative Filtering and Semi-Supervised Learning: A Neural Approach for POI recommendation

pace2017 icon pace2017

A step-by-step Keras implementation of PACE (Preference And Context Embedding) described in our KDD 2017 paper.

paddlerec icon paddlerec

Recommendation Algorithmć€§è§„æšĄæŽšèçź—æł•ćș“ïŒŒćŒ…ć«æŽšèçł»ç»Ÿç»ć…žćŠæœ€æ–°çź—æł•LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITMDSINSIGNIPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、ESCMM, MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFMTiSASAutoFISç­‰ïŒŒćŒ…ć«ç»ć…žæŽšèçł»ç»Ÿæ•°æźé›†criteo 、movielens等

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