Alternatives and similar repositories for DiffShape:

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

• Frank-Wang-oss / TS-GAC
  ☆31Updated last year
• usualheart / PRformer
  The official repository of the PRformer paper: "PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting." This…
  ☆33Updated 5 months ago
• Mingyue-Cheng / TimeMAE
  ☆92Updated 5 months ago
• ddz16 / Preformer
  This repository contains the pytorch code for the 2023 ICASSP paper "Preformer: Predictive Transformer with Multi-Scale Segment-wise Corr…
  ☆45Updated 2 years ago
• nzl5116190 / Basisformer
  This is the pytorch implementation of Basisformer in the Neurips paper: [BasisFormer: Attention-based Time Series Forecasting with Learna…
  ☆92Updated 5 months ago
• seunghan96 / pits
  ☆67Updated 11 months ago
• WuQiangXDU / Peri-midFormer
  Code for paper 'Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis (NeurIPS 2024 Spotlight)'
  ☆34Updated 3 months ago
• chenzRG / Fredformer
  ☆83Updated last month
• Alrash / TimesURL
  The implementation of "TimesURL: Self-supervised Contrastive Learning for Universal Time Series Representation Learning"
  ☆78Updated 11 months ago
• hqh0728 / CrossGNN
  The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement
  ☆31Updated last year
• DatrikIntelligence / D3A-TS-Denoising-Driven-Data-Augmentation-in-Time-Series
  This repository contains all the source code needed to reproduce the experiments or review the results obtained in the research paper "…
  ☆10Updated last year
• yfzhang114 / OneNet
  This is an official PyTorch implementation of the NeurIPS 2023 paper 《OneNet: Enhancing Time Series Forecasting Models under Concept Drif…
  ☆113Updated 4 months ago
• Information-Fusion-Lab-Umass / MultiWave
  The code for "MultiWave: Multiresolution Deep Architectures through Wavelet Decomposition for Multivariate Time Series Prediction"
  ☆11Updated 2 months ago
• Frank-Wang-oss / FCSTGNN
  ☆106Updated last year
• AgustDD / Floss
  ☆17Updated last year
• weifantt / Dish-TS
  Time Series Forecasting, Distribution Shift
  ☆80Updated last year
• xuanmay2701 / shapeformer
  ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification
  ☆88Updated 4 months ago
• TROUBADOUR000 / AMD
  PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)
  ☆37Updated 3 weeks ago
• haoshileii / micos
  ☆9Updated 2 years ago
• mqwfrog / MHCCL
  MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series - a PyTorch Version (AAAI-2023)
  ☆38Updated 8 months ago
• Yanjun-Zhao / GCformer
  ☆52Updated last year
• xingyu617 / SimTS_Representation_Learning
  ☆47Updated last year
• Navidfoumani / Series2Vec
  DMKD- Series2Vec: Similarity-based Representation Learning for Time Series
  ☆31Updated 3 weeks ago
• syrGitHub / HCAN
  ☆22Updated 3 months ago
• chenxiaodanhit / BiTGraph
  The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.
  ☆24Updated 7 months ago
• decisionintelligence / MTSF-DG
  ☆21Updated 11 months ago
• ForestsKing / ChatTime
  PyTorch implementation of "ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data" (AAAI 2025 [o…
  ☆67Updated 3 months ago
• alanyoungCN / WaveForM
  PyTorch implementation for paper "WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series" (A…
  ☆42Updated 2 years ago
• LarsBentsen / FFTransformer
  Multi-Step Spatio-Temporal Forecasting: https://authors.elsevier.com/sd/article/S0306-2619(22)01822-0
  ☆77Updated 10 months ago
• qianlima-lab / TS-TFC
  This is an official pytorch implementation for paper "Temporal-Frequency Co-training for Time Series Semi-supervised Learning" (AAAI-23)…
  ☆15Updated 10 months ago