Alternatives and similar repositories for time-disentanglement-lib

Users that are interested in time-disentanglement-lib are comparing it to the libraries listed below

• mims-harvard / TimeX
  Time series explainability via self-supervised model behavior consistency
  ☆48Updated last year
• DL4mHealth / SSL_Comparison
  A comparative study on Self-Supervised Learning for Time Series: Contrastive or Generative?
  ☆37Updated last year
• maxxu05 / rebar
  Code for Retrieval-Based Reconstruction For Time-series Contrastive Learning (ICLR 2024)
  ☆31Updated last year
• zqiao11 / TSCIL
  [KDD2024] Class-incremental Learning for Time Series: Benchmark and Evaluation
  ☆53Updated last year
• xiwenc1 / TimeMIL
  The code for the paper: TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning
  ☆54Updated 7 months ago
• shivam-grover / S3-TimeSeries
  Segment, Shuffle, and Stitch: A Simple Mechanism for Improving Time-Series Representations
  ☆28Updated 8 months ago
• duanjufang / MF-CLR
  The official code of the paper "MF-CLR: Multi-Frequency Contrastive Learning Representation for Time Series" [ICML 2024].
  ☆15Updated 3 months ago
• abenechehab / AdaPTS
  [ICML 2025] Official implementation of "AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasti…
  ☆26Updated 2 weeks ago
• oezyurty / CLUDA
  Contrastive Learning for Domain Adaptation of Time Series
  ☆88Updated 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…
  ☆16Updated last year
• vicliv / DTE
  Official implementation of Diffusion Time Estimation
  ☆34Updated 9 months ago
• blacksnail789521 / TimeDRL
  Official repository for TimeDRL: Disentangled Representation Learning for Multivariate Time-Series, accepted at ICDE 2024.
  ☆24Updated last year
• seunghan96 / softclt
  ☆75Updated last year
• BaiTheBest / DRAIN
  GitHub Repo for ICLR 2023 Paper "Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks"
  ☆58Updated 2 years ago
• mqwfrog / MHCCL
  MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series - a PyTorch Version (AAAI-2023)
  ☆41Updated 11 months ago
• thuml / timer
  See the official code and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models"
  ☆11Updated 10 months ago
• mllm-ts / VisualTimeAnomaly
  Can Multimodal LLMs Perform Time Series Anomaly Detection? https://arxiv.org/abs/2502.17812
  ☆28Updated last month
• thuml / TimeSiam
  ☆39Updated last year
• Mingyue-Cheng / InstructTime
  ☆20Updated 4 months ago
• emadeldeen24 / CoTMix
  [TAI 2023] Contrastive Domain Adaptation for Time-Series via Temporal Mixup
  ☆30Updated last year
• 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…
  ☆50Updated 9 months ago
• Hundredl / MG-TSD
  The code for the paper "[ICLR'24]MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning Process"
  ☆53Updated last year
• AdityaLab / FOIL
  ☆35Updated 11 months ago
• JonathanCrabbe / FourierDiffusion
  This repository implements time series diffusion in the frequency domain.
  ☆48Updated 3 months ago
• thuml / Domain-Adaptation-Regression
  Code release for Representation Subspace Distance for Domain Adaptation Regression (ICML 2021)
  ☆82Updated 3 years ago
• tomoyoshki / focal
  Pytorch Implementation of FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space
  ☆26Updated last year
• leejoonhun / daf
  Unofficial PyTorch implementation of Domain Adaptation Forecaster
  ☆35Updated last year
• mims-harvard / Raincoat
  Domain Adaptation for Time Series Under Feature and Label Shifts
  ☆121Updated 2 years ago
• XJTU-XGU / ARPM
  Code for ARPM ("Adversarial Reweighting with α-Power Maximization for Domain Adaptation"), IJCV, 2024.
  ☆13Updated last year
• xuqing88 / Reinforced-Cross-Domain-Knowledge-Distillation-on-Time-Series-Data
  This repository is a PyTorch implementation for NIPS 2024 Paper "Reinforced Cross-Domain Knowledge Distillation on Time Series Data".
  ☆13Updated 9 months ago