juyongjiang / TimeSeriesDatasets
This repository collects public benchmark datasets for Time Series Forecasting (TSF).
☆17Updated 2 years ago
Alternatives and similar repositories for TimeSeriesDatasets:
Users that are interested in TimeSeriesDatasets are comparing it to the libraries listed below
- [CIKM 2023] This is the official source code of "TrendGCN: Enhancing the Robustness via Adversarial Learning and Joint Spatial-Temporal E…☆46Updated last year
- Official implement for "WITRAN:Water-wave Information Transmission and Recurrent Acceleration Network for Long-range Time Series Forecast…☆33Updated last year
- The official implementation of SDGL☆31Updated 6 months ago
- [KDD 2021] Official Code of the paper "ST-Norm: Spatial and Temporal Normalization for Multi-variate Time Series Forecasting"☆57Updated 7 months ago
- ☆38Updated 3 years ago
- Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆55Updated 3 months ago
- [TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".☆78Updated 2 years ago
- The code of Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction☆14Updated 2 years ago
- ☆13Updated last year
- An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆19Updated 9 months ago
- ☆14Updated 2 years ago
- ☆20Updated 2 years ago
- ☆42Updated 2 years ago
- PyTorch implementation of ESG☆76Updated last year
- Spatial-Temporal Graph ODE Neural Network☆103Updated 3 years ago
- PyTorch implementation for paper "WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series" (A…☆42Updated last year
- ☆15Updated 2 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆108Updated last year
- ☆46Updated last year
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆10Updated last month
- ☆35Updated last year
- ☆44Updated 2 years ago
- PyTorch implementaion of Spatial-Temporal Sequence to Sequence model.☆15Updated 3 years ago
- The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement☆29Updated last year
- Crawl traffic data from PEMS☆10Updated 3 years ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆81Updated 9 months ago
- CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables [ICML 2024]☆17Updated 6 months ago
- Implementation of RevIN is based on TF2.Keras and PyTorch.☆26Updated last year
- Multivariate Time Series Repository☆63Updated last year
- AGC-Net (Adaptive Graph Convolution Networks) is an advanced model designed to predict traffic flow. Dataset: METR-LA, PEMS-BAY☆11Updated last year