Alternatives and similar repositories for STraTS

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

• reml-lab / mTAN
  Code for "Multi-Time Attention Networks for Irregularly Sampled Time Series", ICLR 2021.
  ☆137Updated 4 years ago
• Leezekun / ViTST
  [NeurIPS 2023] The official repo for the paper: "Time Series as Images: Vision Transformer for Irregularly Sampled Time Series"."
  ☆149Updated last year
• hturbe / InterpretTime
  Implementation of the InterpretTime framework
  ☆48Updated 2 years ago
• mims-harvard / Raindrop
  Graph Neural Networks for Irregular Time Series
  ☆201Updated 2 years ago
• WenjieDu / TSDB
  a Python toolbox loads 172 public time series datasets for machine/deep learning with a single line of code. Datasets from multiple domai…
  ☆211Updated 3 weeks ago
• PeterChe1990 / GRU-D
  GRU-D, a GRU-based model with trainable decays for multivariate time series classification with missing values/irregular samplings
  ☆134Updated 3 years ago
• sanatonek / TNC_representation_learning
  ☆122Updated 2 years ago
• Navidfoumani / ConvTran
  This is a PyTorch implementation of ConvTran
  ☆168Updated 4 months ago
• mims-harvard / TimeX
  Time series explainability via self-supervised model behavior consistency
  ☆51Updated last year
• ranakroychowdhury / TARNet
  Task-Aware Reconstruction for Time-Series Transformer
  ☆62Updated 2 years ago
• mqwfrog / ULTS
  ULTS: A unified and standardized library of unsupervised representation learning approaches for time series
  ☆50Updated last year
• BorgwardtLab / Set_Functions_for_Time_Series
  Repository of the ICML 2020 paper "Set Functions for Time Series"
  ☆126Updated 4 years ago
• qingsongedu / Awesome-SSL4TS
  A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).
  ☆344Updated last year
• ML4ITS / TimeVQVAE
  [official] PyTorch implementation of TimeVQVAE from the paper ["Vector Quantized Time Series Generation with a Bidirectional Prior Model"…
  ☆144Updated 5 months ago
• itouchz / awesome-deep-time-series-representations
  A curated list of state-of-the-art papers on deep learning for universal representations of time series.
  ☆181Updated last month
• JonathanCrabbe / Dynamask
  This repository contains the implementation of Dynamask, a method to identify the features that are salient for a model to issue its pred…
  ☆75Updated 3 years ago
• ZZUFaceBookDL / GTN
  ☆150Updated 2 years ago
• ChangWeiTan / TS-Extrinsic-Regression
  This repository contains the source code for time series regression.
  ☆103Updated last year
• Let-it-Care / T-Rep
  ☆30Updated last year
• JHoelli / Awesome-Time-Series-Explainability
  A list of (post-hoc) XAI for time series
  ☆153Updated 11 months ago
• mlds-lab / interp-net
  Code for "Interpolation-Prediction Networks for Irregularly Sampled Time Series", ICLR 2019.
  ☆94Updated last year
• josephenguehard / time_interpret
  Unified Model Interpretability Library for Time Series
  ☆63Updated 3 months ago
• jarrycyx / UNN
  Causal Neural Nerwork
  ☆120Updated last month
• imJiawen / Warpformer
  ☆33Updated 11 months ago
• JAEarly / MILTimeSeriesClassification
  Inherently Interpretable Time Series Classification via Multiple Instance Learning (MILLET)
  ☆48Updated last year
• xiwenc1 / TimeMIL
  The code for the paper: TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning
  ☆58Updated 9 months ago
• salesforce / CoST
  PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)
  ☆225Updated 2 years ago
• seunghan96 / softclt
  ☆75Updated last year
• SCXsunchenxi / ISMTS-Review
  ☆26Updated last year
• LuChang-CS / MTGAN
  Code for the paper: Multi-Label Clinical Time-Series Generation via Conditional GAN (IEEE TKDE)
  ☆38Updated 3 years ago