Alternatives and similar repositories for recurrence-with-self-attention

Users that are interested in recurrence-with-self-attention are comparing it to the libraries listed below

• RadiantResearch / TSAT
  Transformer based model for time series prediction
  ☆132Updated 3 years ago
• daochenzha / SimTSC
  [SDM 2022] Towards Similarity-Aware Time-Series Classification
  ☆83Updated 2 years ago
• XAIseries / XCM
  XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification
  ☆48Updated 2 years ago
• LarsBentsen / FFTransformer
  Multi-Step Spatio-Temporal Forecasting: https://authors.elsevier.com/sd/article/S0306-2619(22)01822-0
  ☆83Updated last year
• radrumond / timehetnet
  Learning complex time series forecasting models usually requires a large amount of data, as each model is trained from scratch for each t…
  ☆44Updated 3 years ago
• nzl5116190 / Basisformer
  This is the pytorch implementation of Basisformer in the Neurips paper: [BasisFormer: Attention-based Time Series Forecasting with Learna…
  ☆98Updated 11 months ago
• lpphd / multivariate-attention-tcn
  ☆98Updated 2 years ago
• Leezekun / ViTST
  [NeurIPS 2023] The official repo for the paper: "Time Series as Images: Vision Transformer for Irregularly Sampled Time Series"."
  ☆157Updated last year
• ServiceNow / TACTiS
  TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time Series, from ServiceNow Research
  ☆137Updated last year
• Navidfoumani / Disjoint-CNN
  Disjoint-CNN for Multivariate Time Series Classification
  ☆23Updated last year
• sanatonek / TNC_representation_learning
  ☆123Updated 2 years ago
• usualheart / PRformer
  The official repository of the PRformer paper: "PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting." This…
  ☆51Updated last year
• benearnthof / TimeGAN
  A pytorch implementation of Time-series Generative Adversarial Networks (https://github.com/jsyoon0823/TimeGAN)
  ☆60Updated 4 years ago
• ranakroychowdhury / TARNet
  Task-Aware Reconstruction for Time-Series Transformer
  ☆62Updated 2 years ago
• IvanBongiorni / GAN-RNN_Timeseries-imputation
  Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.
  ☆174Updated 3 years ago
• xingyu617 / SimTS_Representation_Learning
  ☆48Updated 2 years ago
• ZZUFaceBookDL / GTN
  ☆154Updated 2 years ago
• ivivan / SSIM_Seq2Seq
  SSIM - A Deep Learning Approach for Recovering Missing Time Series Sensor Data
  ☆40Updated 4 years ago
• sindhura97 / STraTS
  ☆79Updated last year
• PingChang818 / TDSTF
  ☆71Updated last year
• ChangWeiTan / TS-Extrinsic-Regression
  This repository contains the source code for time series regression.
  ☆107Updated 2 years ago
• kdd2019-tapnet / tapnet
  Multivariate Time Series Classification Model with Attentional Prototype Network
  ☆44Updated 6 years ago
• tianzhou2011 / FiLM
  ☆97Updated 3 years ago
• BorealisAI / scaleformer
  ☆136Updated 2 years ago
• vincent-leguen / STRIPE
  Code for our NeurIPS 2020 paper "Probabilistic Time Series Forecasting with Structured Shape and Temporal Diversity"
  ☆89Updated 4 years ago
• OrigamiSL / GBT
  Source code of paper: GBT: Two-stage Transformer Framework for Non-stationary Time Series Forecasting.
  ☆40Updated last year
• 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
• reml-lab / mTAN
  Code for "Multi-Time Attention Networks for Irregularly Sampled Time Series", ICLR 2021.
  ☆138Updated 4 years ago
• Wensi-Tang / OS-CNN
  ☆141Updated 3 months ago
• Mingyue-Cheng / TimeMAE
  ☆110Updated 11 months ago