Behavior-aware Variational Autoencoder

Papers and resources about POI recommendation. | 兴趣点推荐相关论文、模型和资源。

A python vision code of An Attention-based Spatiotemporal LSTM Network for Next POI Recommendation

Python Implementation of Probabilistic Matrix Factorization(PMF) Algorithm for building a recommendation system using MovieLens ml-100k | GroupLens dataset

The implementation of "Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence"

POINTREC: A Test Collection for Narrative-driven Point of Interest Recommendation

MATLAB codes for the correlation assisted function computation : Functional Mechanism

Google Research

LibRec: A Leading Java Library for Recommender Systems, see

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A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017

Implement FedAvg algorithm based on Tensorflow

On the Convergence of FedAvg on Non-IID Data

A Python implementation of global optimization with gaussian processes.

Unofficial implementation of the algorithm described in the paper Federated Collaborative Filtering for Privacy-Preserving Personalized Recommendation System by Muhammad Ammad-ud-din et al.

code of FedGNN

LSTM Neural Network in Python and Cython, used for language modelling