Alternatives and similar repositories for KDD2022-Quatformer

Users that are interested in KDD2022-Quatformer are comparing it to the libraries listed below

• AI4CTS / lightcts
  ☆38Updated last year
• Hundredl / MG-TSD
  The code for the paper "[ICLR'24]MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning Process"
  ☆56Updated last year
• junwoopark92 / Self-Supervised-Contrastive-Forecsating
  "Self-Supervised Contrastive Learning for Long-term Forecasting", accepted at International Conference on Learning Representations (ICLR)…
  ☆80Updated last year
• zhycs / LaST
  Code for paper titled "Learning Latent Seasonal-Trend Representations for Time Series Forecasting" in NeurIPS 2022
  ☆81Updated 2 years ago
• alipay / RGSL
  ☆43Updated 3 years ago
• TROUBADOUR000 / AMD
  PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)
  ☆66Updated 5 months ago
• alanyoungCN / WaveForM
  PyTorch implementation for paper "WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series" (A…
  ☆48Updated 2 years ago
• decisionintelligence / MTSF-DG
  ☆24Updated last year
• Z-GCNETs / Z-GCNETs
  ☆40Updated 3 years 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
• zclzcl0223 / TimeLinear
  Official Code for "How Much Can Time-related Features Enhance Time Series Forecasting?"
  ☆39Updated 7 months ago
• 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…
  ☆54Updated last year
• Hannibal046 / GridTST
  Source code for Leveraging 2D Information for Long-term Time Series Forecasting with Vanilla Transformers
  ☆17Updated last year
• PingChang818 / TDSTF
  ☆71Updated last year
• chenzRG / Fredformer
  ☆99Updated 2 months ago
• ZhuoLinLi-shu / SDGL
  The official implementation of SDGL
  ☆33Updated last year
• shangzongjiang / MAGNN
  ☆96Updated 8 months ago
• zhangzw16 / SageFormer
  Code for IoTJ 2024 paper "SageFormer: Series-Aware Framework for Long-Term Multivariate Time-Series Forecasting".
  ☆74Updated last year
• zshhans / MSD-Mixer
  [VLDB 2024] A Multi-Scale Decomposition MLP-Mixer for Time Series Analysis
  ☆92Updated last year
• zyplanet / TPGNN
  ☆30Updated last year
• tianzhou2011 / FiLM
  ☆98Updated 2 years ago
• zhangxjohn / Reversible-Instance-Normalization
  Implementation of RevIN is based on TF2.Keras and PyTorch.
  ☆26Updated 2 years ago
• stonetre / LPGNN
  Code for the paper "Multivariate Time Series Prediction of Complex Systems Based on Graph Neural Networks with Location Embedding Graph S…
  ☆25Updated 2 years ago
• weifantt / DEPTS
  ☆42Updated 3 years ago
• petecheng / Time2GraphPlus
  Source codes for Time2Graph+ model.
  ☆34Updated 4 years ago
• hqh0728 / CrossGNN
  The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement
  ☆32Updated last year
• JIANGYUE61610306 / SAGDFN
  This is the PyTorch official implementation of SAGDFN: A Scalable Adaptive Graph Diffusion Forecasting Network for Multivariate Time Ser…
  ☆18Updated last year
• haochenglouis / RobustTSF
  [ICLR 2024] Official code of RobustTSF
  ☆20Updated last year
• TrustAGI-Lab / MTGODE
  [TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".
  ☆85Updated 2 years ago
• shangzongjiang / Ada-MSHyper
  ☆61Updated 6 months ago