Alternatives and similar repositories for MF-CLR

Users that are interested in MF-CLR are comparing it to the libraries listed below

• QiangWu-AI / Peri-midFormer
  Code for paper 'Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis (NeurIPS 2024 Spotlight)'
  ☆40Updated 11 months ago
• blacksnail789521 / TimeDRL
  Official repository for TimeDRL: Disentangled Representation Learning for Multivariate Time-Series, accepted at ICDE 2024.
  ☆27Updated last year
• FMLYD / FTMixer
  ☆11Updated last year
• hqh0728 / CrossGNN
  The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement
  ☆35Updated 2 years ago
• Mingyue-Cheng / ConvTimeNet
  ☆65Updated 2 months ago
• Alrash / TimesURL
  The implementation of "TimesURL: Self-supervised Contrastive Learning for Universal Time Series Representation Learning"
  ☆96Updated last year
• Navidfoumani / Series2Vec
  DMKD- Series2Vec: Similarity-based Representation Learning for Time Series
  ☆39Updated 9 months ago
• Levi-Ackman / Leddam
  [ICML 2024] Official implementation of: "Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dep…
  ☆74Updated 10 months 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…
  ☆58Updated last year
• CSyyn / VCformer
  ☆24Updated last year
• hqh0728 / HDMixer
  ☆47Updated 2 years ago
• syrGitHub / TFPS
  The code for TFPS
  ☆50Updated last year
• MUYang99 / MPTSNet
  MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification [AAAI 2025]
  ☆31Updated 8 months ago
• Mingyue-Cheng / TimeMAE
  ☆115Updated last year
• mumiao2000 / CrossLinear
  ☆39Updated 4 months ago
• thuml / SimMTM
  About Code release for "SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling" (NeurIPS 2023 Spotlight), https://arxiv.…
  ☆149Updated 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
• LiYuxin321 / TMDM
  Code for the paper Transformer-Modulated Diffusion Models for Probabilistic Multivariate Time Series Forecasting
  ☆36Updated last year
• AgustDD / Floss
  ☆18Updated 2 years ago
• DL4mHealth / SSL_Comparison
  A comparative study on Self-Supervised Learning for Time Series: Contrastive or Generative?
  ☆41Updated 2 years ago
• AdityaLab / FOIL
  ☆46Updated last year
• shivam-grover / S3-TimeSeries
  Segment, Shuffle, and Stitch: A Simple Mechanism for Improving Time-Series Representations
  ☆30Updated last year
• andrewlai61616 / NPSR
  Nominality Score Conditioned Time Series Anomaly Detection by Point/Sequential Reconstruction (NeurIPS 2023) https://arxiv.org/abs/2310.1…
  ☆36Updated 2 years ago
• wayne155 / FAN
  ☆65Updated last year
• zshhans / MSD-Mixer
  [VLDB 2024] A Multi-Scale Decomposition MLP-Mixer for Time Series Analysis
  ☆95Updated last year
• nzl5116190 / Basisformer
  This is the pytorch implementation of Basisformer in the Neurips paper: [BasisFormer: Attention-based Time Series Forecasting with Learna…
  ☆104Updated last year
• aikunyi / Amplifier
  Official implementation of the paper "Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting".
  ☆27Updated 10 months ago
• Levi-Ackman / ReFocus
  Code For Paper "Bridging the Spectrum Gap: Mid‑Frequency Augmentation and Key‑Frequency Mining for Multivariate Time Series"
  ☆15Updated last month
• Graph-and-Geometric-Learning / TimeSeriesCCM
  Official Implementation of "From Similarity to Superiority: Channel Clustering for Time Series Forecasting"
  ☆73Updated last year
• YunshiWen / InterpretGatedNetwork
  ☆23Updated 9 months ago