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    50 repositories

    • TA4LS

      Public
      Mitigating Source Label Dependency in Time-Series Domain Adaptation under Label Shifts
      Python
      •0•3•0•0•Updated Aug 14, 2025Aug 14, 2025

    • ZeroPOIRec

      Public
      [ECMLPKDD-25 / DMKD] ZeroPOIRec : Large Language Models are Zero-shot Point-of-Interest Recommenders
      Python
      •
      Apache License 2.0
      •0•1•0•0•Updated Jul 29, 2025Jul 29, 2025

    • LCG-Rec

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Jul 25, 2025Jul 25, 2025

    • BINTS

      Public
      Official Implementation of BINTS(KDD25)
      Python
      •
      Apache License 2.0
      •1•1•0•0•Updated Jul 8, 2025Jul 8, 2025

    • MONAQ

      Public
      [MAS @ ICML-25] MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained Devices
      time-series-analysisneural-architecture-searchllm-agents
      Jupyter Notebook
      •
      MIT License
      •0•0•1•0•Updated Jul 7, 2025Jul 7, 2025

    • TFAS

      Public
      [ECMLPKDD-25 / MLJ] Zero-Shot NAS for General Time-Series Analysis with Time-Frequency Aware Scoring
      Python
      •
      Apache License 2.0
      •3•3•0•0•Updated Jul 4, 2025Jul 4, 2025

    • MOBINS

      Public
      Python
      •
      MIT License
      •0•1•0•0•Updated Jun 17, 2025Jun 17, 2025

    • VarDrop

      Public
      Official Implementation of VarDrop(AAAI25)
      Python
      •
      MIT License
      •0•5•0•0•Updated May 31, 2025May 31, 2025

    • MRCA

      Public
      Python
      •0•1•0•0•Updated May 29, 2025May 29, 2025

    • DualTF

      Public
      Official Implementation of DualTF(WWW24)
      Python
      •3•21•0•0•Updated Apr 30, 2025Apr 30, 2025

    • RA-TTA

      Public
      Official PyTorch Implementation of RA-TTA (ICLR25)
      image-classificationclipvision-and-languagetest-time-adaptation
      Python
      •
      MIT License
      •0•13•1•0•Updated Apr 19, 2025Apr 19, 2025

    • AnoViz

      Public
      [AAAI-23] AnoViz: A Visual Inspection Tool of Anomalies in Multivariate Time Series
      visualizationtime-seriesdata-visualizationvisual-analysisanomaly-detectionmultivariate-time-series
      Python
      •
      MIT License
      •1•6•0•0•Updated Feb 21, 2025Feb 21, 2025

    • AccuACL

      Public
      Active Learning for Continual Learning: Keeping the Past Alive in the Present
      0•2•1•0•Updated Jan 23, 2025Jan 23, 2025

    • Prune4Rel

      Public
      Python
      •
      MIT License
      •17•26•0•0•Updated Dec 15, 2024Dec 15, 2024

    • RECURVE

      Public
      Repository for the paper, "Exploiting Representation Curvature for Boundary Detection in Time Series" accepted at NeurIPS 2024
      Python
      •
      MIT License
      •15•19•1•0•Updated Dec 13, 2024Dec 13, 2024

    • PASTA

      Public
      [IEEE TETCI] PASTA: Neural Architecture Search for Anomaly Detection in Multivariate Time Series
      PureBasic
      •
      MIT License
      •2•5•1•0•Updated Dec 10, 2024Dec 10, 2024

    • AdaPromptCL

      Public
      Python
      •
      Apache License 2.0
      •2•4•0•0•Updated Oct 22, 2024Oct 22, 2024

    • ARCUS

      Public
      Official implementation of ARCUS (KDD22)
      Python
      •7•29•0•0•Updated Jun 19, 2024Jun 19, 2024

    • pcb

      Public
      Official PyTorch Implementation for Active Prompt Learning in Vision Language Models
      image-classificationclipactive-learningvision-and-language
      Python
      •
      MIT License
      •3•36•2•0•Updated Jun 17, 2024Jun 17, 2024

    • SemiTSR

      Public
      [KDD'24] Semi-Supervised Learning for Time Series Collected at a Low Sampling Rate
      2•2•1•0•Updated Jun 14, 2024Jun 14, 2024

    • DropTop

      Public
      MIT License
      •1•1•0•0•Updated Dec 11, 2023Dec 11, 2023

    • MG-TAR

      Public
      [IEEE T-ITS] MG-TAR: Multi-view Graph Convolutional Networks for Traffic Accident Risk Prediction
      data-miningtraffic-accident-predictiondangerous-driving-offencesdeep-learninggraph-neural-networks
      Python
      •
      MIT License
      •22•58•0•0•Updated Nov 10, 2023Nov 10, 2023

    • CrossMatch

      Public
      Implementation of the paper "Context Consistency Regularization for Label Sparsity in Time Series" (ICML'23)
      Python
      •
      MIT License
      •18•22•0•0•Updated Nov 10, 2023Nov 10, 2023

    • TensorSparkML

      Public
      TensorSparkML brings scalable in-memory machine learning to TensorFlow on Apache Spark clusters.
      Python
      •
      Apache License 2.0
      •944•18•0•0•Updated Oct 25, 2023Oct 25, 2023

    • Time-CAD

      Public
      [ECML PKDD 2023] Context-Aware Deep Time-Series Decomposition for Anomaly Detection in Businesses
      Jupyter Notebook
      •
      Apache License 2.0
      •2•6•0•0•Updated Sep 22, 2023Sep 22, 2023

    • MDUAL

      Public
      Java
      •
      Apache License 2.0
      •8•13•2•0•Updated Dec 26, 2022Dec 26, 2022

    • MORPH

      Public
      MIT License
      •11•12•7•0•Updated Dec 26, 2022Dec 26, 2022

    • STARE

      Public
      Ultrafast Local Outlier Detection from a Data Stream with Stationary Region Skipping
      streamoutlier-detectionkddanomalyanomaly-detectionoutlier
      Java
      •
      Apache License 2.0
      •23•34•7•0•Updated Dec 26, 2022Dec 26, 2022

    • RecencyBias

      Public
      Python
      •
      Apache License 2.0
      •21•27•16•0•Updated Dec 26, 2022Dec 26, 2022

    • Hi-COVIDNet

      Public
      Codes and data for the paper "Hi-COVIDNet: Deep Learning Approach to Predict Inbound COVID-19 Patients and Case Study in South Korea", KDD 2020
      Jupyter Notebook
      •
      MIT License
      •19•34•9•0•Updated Dec 26, 2022Dec 26, 2022