iemoon123

iemoon123's Stars

• Echo-Ji/ST-SSL

  ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction

  Language:Python13527

• Echo-Ji/ST-SSL_Dataset

  The data of paper "Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction".

  254

• ndrplz/ConvLSTM_pytorch

  Implementation of Convolutional LSTM in PyTorch.

  Language:Python1.9k432

• ChiYaoLa/TimeSeriesPredict

  used for Stock Prodiction&power prediction&Traffic prediction by ARIMA,xgboost,RNN,LSTM,TCN

  Language:Python9422

• pengzhangzhi/Benchmark-Traffic-flow-prediction-

  curated baselines and evaluation metrics to benchmark the task traffic flow prediction

  Language:Python251

• GestaltCogTeam/BasicTS

  A Standard and Fair Time Series Forecasting Benchmark and Toolkit.

  Language:Python50289

• benedekrozemberczki/GraphWaveletNeuralNetwork

  A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)

  Language:Python566114

• BUAABIGSCity/KDDCUP2022

  [KDD CUP 2022] 11th place solution of Spatial-Temporal Graph Neural Network for Wind Power Forecasting in Baidu KDD CUP 2022

  Language:Python5116

• LeiBAI/AGCRN

  Adaptive Graph Convolutional Recurrent Network

  Language:Python33080

• Davidham3/ASTGCN-2019-mxnet

  ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch

  Language:Python386239

• Davidham3/STSGCN

  AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting

  Language:Python33799

• alphabitsun/Spatio-Temporal-Prediction

  本仓库包含：时空数据处理、预测领域的相关论文；相关数据集；专家学者信息

  132

• LMissher/STWave

  [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks

  Language:Python674

• LMissher/ST-GRAT

  The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Road Speed

  Language:Python379

• boreshkinai/fc-gaga

  Language:Jupyter Notebook639

• xlwang233/STSeq2Seq

  PyTorch implementaion of Spatial-Temporal Sequence to Sequence model.

  Language:Python15

• chnsh/DCRNN_PyTorch

  Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch

  Language:Python432110

• liyaguang/DCRNN

  Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow

  Language:Python1.2k390

• zhouhaoyi/Informer2020

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

  Language:Python5.2k1.1k

• laiguokun/multivariate-time-series-data

  728164

• laiguokun/LSTNet

  Language:Python644169

• bighuang624/DSANet

  Code for the CIKM 2019 paper "DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting".

  Language:Python25858

• microsoft/StemGNN

  Spectral Temporal Graph Neural Network (StemGNN in short) for Multivariate Time-series Forecasting

  Language:Python491114

• nnzhan/MTGNN

  Language:Python789221

• nnzhan/Graph-WaveNet

  graph wavenet

  Language:Python602198

• philipperemy/n-beats

  Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.

  Language:Python854163

• jdb78/pytorch-forecasting

  Time series forecasting with PyTorch

  Language:Python3.8k608

• guoshnBJTU/ASTGNN

  This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/9346058.

  Language:Python17175

• GestaltCogTeam/D2STGNN

  Code for our VLDB'22 paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.

  Language:Python15416

• unit8co/darts

  A python library for user-friendly forecasting and anomaly detection on time series.

  Language:Python7.9k850