Alternatives and similar repositories for Awesome-irregular-incomplete-time-series

Users that are interested in Awesome-irregular-incomplete-time-series are comparing it to the libraries listed below

• YoZhibo / MSGNet
  MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)
  ☆206Updated last year
• XDZhelheim / Torch-MTS
  My personal PyTorch framework for multivariate time series forecasting.
  ☆100Updated 2 months ago
• usail-hkust / t-PatchGNN
  Official implementation for ICML24 paper "Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks …
  ☆124Updated 2 months ago
• Levi-Ackman / Leddam
  [ICML 2024] Official implementation of: "Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dep…
  ☆78Updated 11 months ago
• lss-1138 / SparseTSF
  [TPAMI 2026 & ICML 2024 Oral] Official repository of the SparseTSF paper: "SparseTSF: Modeling Long-term Time Series Forecasting with 1k …
  ☆254Updated last week
• yoshall / AirFormer
  PyTorch implementation of AirFormer, AAAI-23
  ☆156Updated 3 years ago
• USTCAGI / Awesome-Papers-Time-Series-Forecasting
  ☆69Updated 10 months ago
• TROUBADOUR000 / TimeFilter
  PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)
  ☆91Updated 7 months ago
• decisionintelligence / DUET
  [KDD 2025] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting
  ☆247Updated last month
• wintertee / DiPE-Linear
  Official implementation for "Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting" https://arxiv.org…
  ☆17Updated 3 months ago
• Graph-and-Geometric-Learning / TimeSeriesCCM
  Official Implementation of "From Similarity to Superiority: Channel Clustering for Time Series Forecasting"
  ☆77Updated last year
• decisionintelligence / pathformer
  ☆252Updated last year
• plumprc / RTSF
  Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping
  ☆93Updated 2 years ago
• aikunyi / FourierGNN
  Official implementation of the paper "FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective"
  ☆240Updated last year
• ForestsKing / GLAFF
  PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…
  ☆131Updated 6 months ago
• decisionintelligence / CATCH
  [ICLR 2025] CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching
  ☆151Updated last month
• TROUBADOUR000 / AMD
  PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)
  ☆120Updated 10 months ago
• yalavarthivk / GraFITi
  ☆27Updated 8 months ago
• D2I-Group / awesome-vision-time-series
  This is an official repository for "Harnessing Vision Models for Time Series Analysis: A Survey".
  ☆68Updated last week
• kutaytire / Retrieval-Augmented-Time-Series-Forecasting
  ☆56Updated last year
• UConn-DSIS / Multi-modal-Time-Series-Analysis
  [KDD 2025] Awesome Multi-modal Time Series Analysis
  ☆113Updated 3 months ago
• wenhaomin / DiffSTG
  Code for DiffSTG
  ☆84Updated last year
• VEWOXIC / FITS
  FITS: Frequency Interpolation Time Series Analysis Baseline
  ☆227Updated 4 months ago
• tongnie / ImputeFormer
  [KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"
  ☆52Updated 8 months ago
• AdityaLab / Time-MMD
  ☆185Updated last year
• decisionintelligence / LightGTS
  ☆52Updated 2 months ago
• shangzongjiang / Ada-MSHyper
  ☆78Updated 11 months ago
• XDZhelheim / HimNet
  [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".
  ☆72Updated last year
• mumiao2000 / CrossLinear
  ☆44Updated 5 months ago
• Jimmy-7664 / STD-MAE
  [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting
  ☆248Updated last month