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adversarial_personalized_ranking

Adversarial Learning, Matrix Factorization, Recommendation

compilerlab1

dynamicpoissonfactorization

Dynamic version of Poisson Factorization (dPF). dPF captures the changing interest of users and the evolution of items over time according to user-item ratings.

embedded_ic

fasttext

Library for fast text representation and classification.

fuxictr

A configurable, tunable, and reproducible library for CTR prediction, forked from https://github.com/huawei-noah/benchmark/tree/main/FuxiCTR

gae

Implementation of Graph Auto-Encoders in TensorFlow

gcn

Implementation of Graph Convolutional Networks in TensorFlow

graphsage

Representation learning on large graphs using stochastic graph convolutions.

gru4rec_tensorflow

TensorFlow implemenation of GRu4Rec model

hice

Pytorch Implementation for ACL'19 "Few-Shot Representation Learning for Out-Of-Vocabulary Words"

lds-gnn

Learning Discrete Structures for Graph Neural Networks (TensorFlow implementation)

line

LINE: Large-scale information network embedding

memn2n-tensorflow

"End-To-End Memory Networks" in Tensorflow

nougat

Implementation of Nougat Neural Optical Understanding for Academic Documents

openne

An Open-Source Package for Network Embedding (NE)

pkuphdexam

Latex Template of PhD Exam @ PKU

pte

recommendation-reading-list

This repository contains recommendation papers and codes, especially reinforcement learning and knowledge graph-based recommendation methods.

recommendersystems

recq

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

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

sessionrec_narm

skip-thoughts

Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"

sn-gan

pyTorch implementation of Spectral Normalization for Generative Adversarial Networks

social_network_diffusion

songweiping.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

tcn-tf

TensorFlow Implementation of TCN (Temporal Convolutional Networks)

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-examples

TensorFlow tutorials and code examples for beginners