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autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

awesome-deep-learning-papers-for-search-recommendation-advertising

Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.

awesome-twitter-data

A list of Twitter datasets and related resources.

benchmarking-gnns

Repository for benchmarking graph neural networks

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

fdagnn

fftransformer

Multi-Step Spatio-Temporal Forecasting: https://authors.elsevier.com/sd/article/S0306-2619(22)01822-0

gfmpapers

Must-read papers on graph foundation models (GFMs)

gnn-recommender-systems

An index of recommendation algorithms that are based on Graph Neural Networks.

gnnpapers

Must-read papers on graph neural networks (GNN)

hmc

Hierarchical multi-label classification networks

iconip2019_carec

Official code for CARec: Content-Aware Point-of-Interest Recommendation via Adaptive Bayesian Personalized Ranking (ICONIP 2019)

informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

literaturedl4graph

A comprehensive collection of recent papers on graph deep learning

network-alignment

The code and dataset for paper "MAUIL: Multi-level Attribute Embedding for Semi-supervised User Identity Linkage"

neural_collaborative_filtering

Neural Collaborative Filtering

pgc-dgcnn

poi-recommendation

兴趣点推荐相关论文、模型和资源。

pygcl

PyGCL: A PyTorch Library for Graph Contrastive Learning

pytorch_wavelets

Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet

selfrec

An open-source framework for self-supervised recommender systems.

stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

time-series-library

A Library for Advanced Deep Time Series Models.

tsfpaper

This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.

wechat-fake-news

Dataset for paper "Weak Supervision for Fake News Detection via Reinforcement Learning" published in AAAI'2020.

wechat_big_data_challenge