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1. Scale-teaching Scale-teaching Public

   Forked from qianlima-lab/Scale-teaching

   This is an official pytorch implementation for paper "Scale-teaching: Robust Multi-scale Training for Time Series Classification with Noisy Labels" (NeurIPS-23).

   Python 1

2. SoftShape SoftShape Public

   This is an official pytorch implementation for paper "Learning Soft Sparse Shapes for Efficient Time-Series Classification" (ICML-25, Spotlight).

   Python 18 11

3. qianlima-lab/time-series-ptms qianlima-lab/time-series-ptms Public

   This is an official implementation code for paper "A Survey on Time-Series Pre-Trained Models" (TKDE-24).

   Python 204 11

4. qianlima-lab/DiffShape qianlima-lab/DiffShape Public

   This is an official pytorch implementation for paper "Diffusion Language-Shapelets for Semi-supervised Time-Series Classification" (AAAI-24).

   Python 36 3

5. qianlima-lab/TS-TFC qianlima-lab/TS-TFC Public

   This is an official pytorch implementation for paper "Temporal-Frequency Co-training for Time Series Semi-supervised Learning" (AAAI-23).

   Python 15 3

6. UniShape UniShape Public

   This is an official pytorch implementation for paper "A Unified Shape-Aware Foundation Model for Time Series Classification" (AAAI-26).

   TypeScript 3 1