Alternatives and similar repositories for TS-LIF

Users that are interested in TS-LIF are comparing it to the libraries listed below

• microsoft / SeqSNN
  ☆73Updated 5 months ago
• shivam-grover / S3-TimeSeries
  Segment, Shuffle, and Stitch: A Simple Mechanism for Improving Time-Series Representations
  ☆28Updated last year
• kimanki / TAFAS
  Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation (AAAI 2025)
  ☆27Updated 8 months ago
• runze1223 / Fourier-Basis-Mapping
  ☆14Updated 4 months ago
• zqiao11 / TSCIL
  [KDD2024] Class-incremental Learning for Time Series: Benchmark and Evaluation
  ☆59Updated last year
• zhouziyu02 / SDformer
  Official implementation for the IJCAI'24 paper: SDformer
  ☆25Updated 8 months ago
• mohamedr002 / MAPU_SFDA_TS
  ☆22Updated last year
• chengw07 / InfoTS
  Time Series Contrastive Learning with Information-Aware Augmentations (Code)
  ☆23Updated 2 years ago
• MUYang99 / MPTSNet
  MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification [AAAI 2025]
  ☆30Updated 7 months ago
• oezyurty / CLUDA
  Contrastive Learning for Domain Adaptation of Time Series
  ☆92Updated last year
• Tian0426 / FreRA
  Code for KDD 2025 paper "FreRA: A Frequency-Refined Augmentation for Contrastive Learning on Time Series Classification"
  ☆22Updated 5 months ago
• ZLiu21 / SoftShape
  This is an official pytorch implementation for paper "Learning Soft Sparse Shapes for Efficient Time-Series Classification" (ICML-25, Spo…
  ☆18Updated 5 months ago
• duanjufang / MF-CLR
  The official code of the paper "MF-CLR: Multi-Frequency Contrastive Learning Representation for Time Series" [ICML 2024].
  ☆14Updated 8 months ago
• mqwfrog / MHCCL
  MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series - a PyTorch Version (AAAI-2023)
  ☆43Updated last year
• lanxiang1017 / DynamicBadPairMining_ICLR24
  DBPM is a simple algorithm designed as a lightweight plug-in without learnable parameters to enhance the performance of time series contr…
  ☆17Updated last year
• hqh0728 / CrossGNN
  The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement
  ☆35Updated 2 years ago
• seunghan96 / softclt
  ☆82Updated last year
• QiangWu-AI / Peri-midFormer
  Code for paper 'Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis (NeurIPS 2024 Spotlight)'
  ☆39Updated 10 months ago
• bic-L / Spiking-Wavelet-Transformer
  [ECCV-24] Spiking Wavelet Transformer
  ☆32Updated 4 months ago
• DL4mHealth / SLOTS
  Semi-Supervised End-to-End Contrastive Learning for Time Series Classification
  ☆29Updated 2 years ago
• lunaaa95 / mou
  Semantics-Aware Patch Encoding and Hierarchical Dependency Modeling for Long-Term Time Series Forecasting
  ☆45Updated 3 months ago
• BaiTheBest / DRAIN
  GitHub Repo for ICLR 2023 Paper "Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks"
  ☆60Updated 2 years ago
• aikunyi / MedGNN
  Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".
  ☆23Updated 10 months ago
• Zekun-Cai / Koodos
  [NeurIPS 2024] Continuous Temporal Domain Generalization
  ☆53Updated 8 months ago
• FMLYD / FTMixer
  ☆11Updated last year
• DL4mHealth / SSL_Comparison
  A comparative study on Self-Supervised Learning for Time Series: Contrastive or Generative?
  ☆41Updated 2 years ago
• mims-harvard / Raincoat
  Domain Adaptation for Time Series Under Feature and Label Shifts
  ☆126Updated 2 years ago
• blacksnail789521 / TimeDRL
  Official repository for TimeDRL: Disentangled Representation Learning for Multivariate Time-Series, accepted at ICDE 2024.
  ☆27Updated last year
• Chenngzz / MTSA-SNN
  ☆31Updated last year
• Dilfiraa / PS_Loss
  ☆48Updated 6 months ago