Alternatives and similar repositories for TimeSeriesDatasets:

Users that are interested in TimeSeriesDatasets are comparing it to the libraries listed below

• juyongjiang / TrendGCN
  [CIKM 2023] This is the official source code of "TrendGCN: Enhancing the Robustness via Adversarial Learning and Joint Spatial-Temporal E…
  ☆48Updated last year
• ZhuoLinLi-shu / SDGL
  The official implementation of SDGL
  ☆32Updated 8 months ago
• xingyu617 / SimTS_Representation_Learning
  ☆47Updated last year
• LiuZH-19 / ESG
  PyTorch implementation of ESG
  ☆77Updated 2 years ago
• Water2sea / WITRAN
  Official implement for "WITRAN:Water-wave Information Transmission and Recurrent Acceleration Network for Long-range Time Series Forecast…
  ☆34Updated last year
• TrustAGI-Lab / MTGODE
  [TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".
  ☆80Updated 2 years ago
• yuyolshin / PGCN
  ☆13Updated last year
• zhycs / LaST
  Code for paper titled "Learning Latent Seasonal-Trend Representations for Time Series Forecasting" in NeurIPS 2022
  ☆77Updated 2 years ago
• JLDeng / ST-Norm
  [KDD 2021] Official Code of the paper "ST-Norm: Spatial and Temporal Normalization for Multi-variate Time Series Forecasting"
  ☆56Updated 9 months ago
• hqh0728 / CrossGNN
  The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement
  ☆31Updated last year
• LiuAoyu1998 / STIDGCN
  Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting
  ☆57Updated 5 months ago
• liuxu77 / STGCL
  When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)
  ☆41Updated 2 years ago
• XDZhelheim / Torch-MTS
  My personal PyTorch framework for multivariate time series forecasting.
  ☆88Updated last month
• tamps2gcnets / TAMP_S2GCNets
  ☆19Updated 2 years ago
• MTS-BenchMark / MvTS
  Multivariate Time Series Repository
  ☆64Updated last year
• AprLie / TrafficStream
  ☆47Updated 2 years ago
• alanyoungCN / WaveForM
  PyTorch implementation for paper "WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series" (A…
  ☆42Updated 2 years ago
• Z-GCNETs / Z-GCNETs
  ☆40Updated 3 years ago
• square-coder / STGODE
  Spatial-Temporal Graph ODE Neural Network
  ☆106Updated 3 years ago
• DAMO-DI-ML / CIKM22-TFAD
  Source code of CIKM'22 paper: TFAD: A Decomposition Time Series Anomaly Detection Architecture with Frequency Analysis
  ☆54Updated 2 years ago
• LJC-FVNR / CATS
  CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables [ICML 2024]
  ☆19Updated 7 months ago
• razvanc92 / triformer
  ☆25Updated 2 years ago
• wanghq21 / MICN
  Code release of paper "MICN: Multi-scale Local and Global Context Modeling for Long-term Series Forecasting" (ICLR 2023)
  ☆108Updated 2 years ago
• alipay / RGSL
  ☆43Updated 2 years ago
• icantnamemyself / SAN
  Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective
  ☆93Updated last year
• XDZhelheim / HimNet
  [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".
  ☆47Updated 6 months ago
• stitsyuk / xPatch
  [AAAI 2025] Official implementation of "xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition"
  ☆28Updated last month
• hkuedl / Evolving_Multiscale_Normalization
  Code for paper <Evolving Multi-Scale Normalization for Time Series Forecasting Under Distribution Shifts>
  ☆12Updated 2 months ago
• deepkashiwa20 / MegaCRN
  [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"
  ☆112Updated last year
• qingsongedu / ICML2022-FEDformer
  Source code of ICML'22 paper: FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting
  ☆9Updated 2 years ago