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    67 repositories

    • TiWeaver

      Public
      Python
      •1•0•0•0•Updated May 28, 2026May 28, 2026

    • PolarFormer

      Public
      Python
      •0•0•0•0•Updated May 27, 2026May 27, 2026

    • LCF

      Public
      0•0•0•0•Updated May 26, 2026May 26, 2026

    • TeamWork

      Public
      0•0•0•0•Updated May 25, 2026May 25, 2026

    • OpenTS

      Public
      HTML
      •0•3•0•0•Updated May 23, 2026May 23, 2026

    • CCD

      Public
      0•0•0•0•Updated May 22, 2026May 22, 2026

    • DAG

      Public
      Python
      •
      MIT License
      •5•33•2•1•Updated May 15, 2026May 15, 2026

    • TimeID

      Public
      Python
      •0•0•0•0•Updated May 13, 2026May 13, 2026

    • DUET

      Public
      [KDD 2025 Most Influential Paper] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting
      deep-learningtime-seriestime-series-forecasting
      deep-learningtime-seriestime-series-forecasting
      Shell
      •
      MIT License
      •34•273•1•0•Updated May 12, 2026May 12, 2026

    • SEER

      Public
      Python
      •
      MIT License
      •0•2•0•0•Updated May 12, 2026May 12, 2026

    • TFMixer

      Public
      Python
      •0•1•0•0•Updated May 12, 2026May 12, 2026

    • KITE

      Public
      0•0•0•0•Updated May 9, 2026May 9, 2026

    • PATRA

      Public
      0•0•0•0•Updated May 9, 2026May 9, 2026

    • AdaLoss

      Public
      Python
      •
      MIT License
      •0•2•0•0•Updated May 9, 2026May 9, 2026

    • Aurora

      Public
      [ICLR 2026] Aurora: Towards Universal Generative Multimodal Time Series Forecasting
      deep-learningtime-seriesfoundation-models
      deep-learningtime-seriesfoundation-models
      Python
      •5•57•0•0•Updated Apr 29, 2026Apr 29, 2026

    • APN

      Public
      [AAAI 2026 Oral] Rethinking Irregular Time Series Forecasting: A Simple yet Effective Baseline
      Python
      •3•52•3•0•Updated Apr 22, 2026Apr 22, 2026

    • DiffMM

      Public
      [AAAI 2026] DiffMM: Efficient Method for Accurate Noisy and Sparse Trajectory Map Matching via One Step Diffusion
      Python
      •0•4•0•0•Updated Mar 29, 2026Mar 29, 2026

    • MindTS

      Public
      Python
      •1•13•2•0•Updated Mar 24, 2026Mar 24, 2026

    • CoRA

      Public
      Python
      •0•10•2•0•Updated Mar 23, 2026Mar 23, 2026

    • DBLoss

      Public
      Python
      •
      MIT License
      •4•37•1•0•Updated Mar 12, 2026Mar 12, 2026

    • TSFM-Bench

      Public
      Python
      •
      Other
      •10•49•2•0•Updated Mar 10, 2026Mar 10, 2026

    • GCGNet

      Public
      [ICLR 2026] GCGNet: Graph-Consistent Generative Network for Time Series Forecasting with Exogenous Variables
      Python
      •
      MIT License
      •5•20•0•0•Updated Mar 10, 2026Mar 10, 2026

    • ARROW

      Public
      Python
      •0•1•0•0•Updated Mar 1, 2026Mar 1, 2026

    • VoT

      Public
      Python
      •0•6•2•0•Updated Feb 26, 2026Feb 26, 2026

    • Waterlogformer

      Public
      [WSDM 2026] Waterlogformer: A Multimodal Model for Waterlogging Prediction
      Python
      •
      Apache License 2.0
      •0•4•0•0•Updated Feb 26, 2026Feb 26, 2026

    • SwiftTS

      Public
      Python
      •0•2•0•0•Updated Feb 25, 2026Feb 25, 2026

    • DTAF

      Public
      [AAAI 2026] Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing
      Python
      •3•43•0•0•Updated Jan 27, 2026Jan 27, 2026

    • TimeMAR

      Public
      Python
      •0•4•0•0•Updated Jan 22, 2026Jan 22, 2026

    • FSDI

      Public
      [WWW 2026] FSDI: Frequency-Shaped Diffusion For Time-Series Imputation
      Python
      •1•3•0•0•Updated Jan 21, 2026Jan 21, 2026

    • SculptDrug

      Public
      0•4•1•0•Updated Jan 20, 2026Jan 20, 2026
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