Alternatives and similar repositories for SoftShape

Users that are interested in SoftShape are comparing it to the libraries listed below

• MUYang99 / MPTSNet
  MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification [AAAI 2025]
  ☆35Updated 9 months ago
• hqh0728 / CrossGNN
  The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement
  ☆37Updated 2 years ago
• syrGitHub / HCAN
  ☆38Updated last year
• QiangWu-AI / Peri-midFormer
  Code for paper 'Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis (NeurIPS 2024 Spotlight)'
  ☆40Updated last year
• blacksnail789521 / TimeDRL
  Official repository for TimeDRL: Disentangled Representation Learning for Multivariate Time-Series, accepted at ICDE 2024.
  ☆27Updated last year
• aikunyi / MedGNN
  Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".
  ☆29Updated last year
• Mingyue-Cheng / ConvTimeNet
  ☆69Updated 4 months ago
• DL4mHealth / SLOTS
  Semi-Supervised End-to-End Contrastive Learning for Time Series Classification
  ☆30Updated 2 years ago
• Mingyue-Cheng / InstructTime
  ☆37Updated last month
• shivam-grover / S3-TimeSeries
  Segment, Shuffle, and Stitch: A Simple Mechanism for Improving Time-Series Representations
  ☆30Updated last year
• Dilfiraa / PS_Loss
  ☆61Updated last month
• hqh0728 / HDMixer
  ☆47Updated 2 years ago
• mehryar72 / TimeSeriesClassification-TPS
  ☆24Updated last year
• YunshiWen / InterpretGatedNetwork
  ☆26Updated 11 months ago
• duanjufang / MF-CLR
  The official code of the paper "MF-CLR: Multi-Frequency Contrastive Learning Representation for Time Series" [ICML 2024].
  ☆14Updated 10 months ago
• ACAT-SCUT / TQNet
  [ICML 2025] Official repository of the TQNet paper: "Temporal Query Network for Efficient Multivariate Time Series Forecasting". This wor…
  ☆88Updated 2 weeks ago
• llcresearch / TSDE
  TSDE is a novel SSL framework for TSRL, the first of its kind, effectively harnessing a diffusion process, conditioned on an innovative d…
  ☆60Updated last year
• aikunyi / Amplifier
  Official implementation of the paper "Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting".
  ☆29Updated last year
• CSyyn / VCformer
  ☆24Updated last year
• Mingyue-Cheng / TimeMAE
  ☆120Updated last year
• lunaaa95 / mou
  Semantics-Aware Patch Encoding and Hierarchical Dependency Modeling for Long-Term Time Series Forecasting
  ☆49Updated 5 months ago
• FMLYD / FTMixer
  ☆12Updated last year
• chenxiaodanhit / BiTGraph
  The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.
  ☆32Updated last year
• syrGitHub / TFPS
  The code for TFPS
  ☆62Updated last year
• easonLuo2001 / Hi-Patch
  ☆16Updated 9 months ago
• AgustDD / Floss
  ☆18Updated 2 years ago
• xiwenc1 / TimeMIL
  The code for the paper: TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning
  ☆68Updated last year
• chengw07 / InfoTS
  Time Series Contrastive Learning with Information-Aware Augmentations (Code)
  ☆24Updated 2 years ago
• runze1223 / Fourier-Basis-Mapping
  ☆16Updated 6 months ago
• networkslab / MTST
  ☆31Updated last year