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.
  ☆138Updated 4 years ago
• Leezekun / ViTST
  [NeurIPS 2023] The official repo for the paper: "Time Series as Images: Vision Transformer for Irregularly Sampled Time Series"."
  ☆162Updated 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…
  ☆224Updated 2 weeks ago
• mims-harvard / Raindrop
  Graph Neural Networks for Irregular Time Series
  ☆214Updated 3 years ago
• sanatonek / TNC_representation_learning
  ☆124Updated 3 years ago
• ranakroychowdhury / TARNet
  Task-Aware Reconstruction for Time-Series Transformer
  ☆62Updated 2 years ago
• PeterChe1990 / GRU-D
  GRU-D, a GRU-based model with trainable decays for multivariate time series classification with missing values/irregular samplings
  ☆138Updated 3 years ago
• mqwfrog / ULTS
  ULTS: A unified and standardized library of unsupervised representation learning approaches for time series
  ☆50Updated 2 years ago
• qingsongedu / Awesome-SSL4TS
  A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).
  ☆356Updated last year
• mims-harvard / TimeX
  Time series explainability via self-supervised model behavior consistency
  ☆53Updated 2 years ago
• 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
• ML4ITS / TimeVQVAE
  [official] PyTorch implementation of TimeVQVAE from the paper ["Vector Quantized Time Series Generation with a Bidirectional Prior Model"…
  ☆158Updated 9 months ago
• BorgwardtLab / Set_Functions_for_Time_Series
  Repository of the ICML 2020 paper "Set Functions for Time Series"
  ☆127Updated 4 years ago
• LuChang-CS / MTGAN
  Code for the paper: Multi-Label Clinical Time-Series Generation via Conditional GAN (IEEE TKDE)
  ☆38Updated 3 years ago
• thuml / SimMTM
  About Code release for "SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling" (NeurIPS 2023 Spotlight), https://arxiv.…
  ☆148Updated last year
• JAEarly / MILTimeSeriesClassification
  Inherently Interpretable Time Series Classification via Multiple Instance Learning (MILLET)
  ☆53Updated last year
• imJiawen / Warpformer
  ☆33Updated last year
• Let-it-Care / T-Rep
  ☆35Updated last year
• seunghan96 / softclt
  ☆83Updated last year
• Navidfoumani / ConvTran
  This is a PyTorch implementation of ConvTran
  ☆170Updated 8 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.
  ☆195Updated 5 months ago
• hturbe / InterpretTime
  Implementation of the InterpretTime framework
  ☆51Updated 2 years ago
• ChangWeiTan / TS-Extrinsic-Regression
  This repository contains the source code for time series regression.
  ☆107Updated 2 years ago
• mlds-lab / interp-net
  Code for "Interpolation-Prediction Networks for Irregularly Sampled Time Series", ICLR 2019.
  ☆94Updated last year
• jarrycyx / UNN
  Causal Neural Nerwork
  ☆144Updated 2 months ago
• Alrash / TimesURL
  The implementation of "TimesURL: Self-supervised Contrastive Learning for Universal Time Series Representation Learning"
  ☆95Updated last year
• ZZUFaceBookDL / GTN
  ☆154Updated 2 years ago
• abudesai / timeVAE
  TimeVAE implementation in keras/tensorflow
  ☆161Updated 8 months ago
• xiwenc1 / TimeMIL
  The code for the paper: TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning
  ☆62Updated last year
• BorealisAI / scaleformer
  ☆136Updated 2 years ago