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A highly-modularized and recommendation-efficient recommendation library based on PyTorch.

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The mini version of PyTorch Lightning

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Pytorch implementation of GeoSAN (Geography-Aware Sequential Location Recommendation. KDD 2021)

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Tensorflow implementation of Heter-GCN (Graph Convolutional Networks with Markov Random Field Reasoning for Social Spammer Detection, AAAI 2020)

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Tensorflow implementation of PRIS (Personalized Ranking with Importance Sampling. WWW 2020)

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Tensorflow implementation of TrialAttack (Triple Adversarial Learning for Influence based Poisoning Attack in Recommender Systems. KDD 2021)

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Matlab implementation of LightNE (Network Representation Lightening from Hashing to Quantization, TKDE 2022)

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Pytorch implementation of LISA (Linear-Time Self Attention with Codeword Histogram for Efficient Recommendation. WWW 2021)

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Tensorflow implementation of TrialAttack (Triple Adversarial Learning for Influence based Poisoning Attack in Recommender Systems. KDD 2021)

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MRec -- a Matlab-based Recommender System

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