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    • OpenTS

      Public
      HTML
      •0•3•0•0•Updated Jul 18, 2026Jul 18, 2026

    • AI4TS

      Public
      Python
      •
      Other
      •15•98•0•0•Updated Jul 18, 2026Jul 18, 2026

    • decisionintelligence.github.io

      Public
      HTML
      •4•4•0•0•Updated Jun 17, 2026Jun 17, 2026

    • ASTGI

      Public
      Python
      •0•9•1•0•Updated Jun 12, 2026Jun 12, 2026

    • KITE

      Public
      Python
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      MIT License
      •0•5•0•0•Updated Jun 11, 2026Jun 11, 2026

    • PATRA

      Public
      [ICML 2026] PATRA: Pattern-Aware Alignment and Balanced Reasoning for Time Series Question Answering
      Python
      •0•5•0•0•Updated Jun 7, 2026Jun 7, 2026

    • TFB

      Public
      [PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods
      benchmarkingdeep-learningtime-series
      benchmarkingdeep-learningtime-seriesstatistical-learningtime-series-forecastingmechine-learning
      Shell
      •
      MIT License
      •122•1.7k•13•6•Updated Jun 5, 2026Jun 5, 2026

    • LCF

      Public
      0•0•0•0•Updated Jun 4, 2026Jun 4, 2026

    • TiWeaver

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

    • PolarFormer

      Public
      Python
      •0•2•0•0•Updated May 27, 2026May 27, 2026

    • TeamWork

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

    • CCD

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

    • DAG

      Public
      Python
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      MIT License
      •6•47•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
      •36•286•1•0•Updated May 12, 2026May 12, 2026

    • SEER

      Public
      Python
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      MIT License
      •0•8•0•0•Updated May 12, 2026May 12, 2026

    • TFMixer

      Public
      Python
      •0•6•0•0•Updated May 12, 2026May 12, 2026

    • AdaLoss

      Public
      Python
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      MIT License
      •0•3•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
      •7•69•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•61•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•5•1•0•Updated Mar 29, 2026Mar 29, 2026

    • MindTS

      Public
      Python
      •2•15•3•0•Updated Mar 24, 2026Mar 24, 2026

    • CoRA

      Public
      Python
      •0•21•3•0•Updated Mar 23, 2026Mar 23, 2026

    • DBLoss

      Public
      Python
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      MIT License
      •4•40•1•0•Updated Mar 12, 2026Mar 12, 2026

    • TSFM-Bench

      Public
      Python
      •
      Other
      •10•53•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•23•0•0•Updated Mar 10, 2026Mar 10, 2026

    • ARROW

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

    • VoT

      Public
      Python
      •1•16•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
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