Alternatives and similar repositories for DDN

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

• syrGitHub / HCAN
  ☆25Updated 4 months ago
• TROUBADOUR000 / AMD
  PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)
  ☆40Updated last month
• Levi-Ackman / Leddam
  [ICML 2024] Official implementation of: "Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dep…
  ☆53Updated 2 months ago
• hkuedl / Evolving_Multiscale_Normalization
  Code for paper <Evolving Multi-Scale Normalization for Time Series Forecasting Under Distribution Shifts>
  ☆14Updated 4 months ago
• OrigamiSL / FPPformer
  Source code of paper: Take an Irregular Route: Enhance the Decoder of Time-Series Forecasting Transformer
  ☆12Updated last year
• Graph-and-Geometric-Learning / TimeSeriesCCM
  Official Implementation of "From Similarity to Superiority: Channel Clustering for Time Series Forecasting"
  ☆46Updated 6 months ago
• hqh0728 / CrossGNN
  The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement
  ☆31Updated last year
• hqh0728 / HDMixer
  ☆43Updated last year
• TROUBADOUR000 / TimeFilter
  PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)
  ☆31Updated 3 months ago
• CSyyn / VCformer
  ☆18Updated 8 months ago
• DMIRLAB-Group / LSTD
  ☆12Updated 4 months ago
• Mingyue-Cheng / ConvTimeNet
  ☆57Updated 3 months ago
• FMLYD / FTMixer
  ☆11Updated 9 months ago
• blacksnail789521 / TimeDRL
  Official repository for TimeDRL: Disentangled Representation Learning for Multivariate Time-Series, accepted at ICDE 2024.
  ☆21Updated last year
• WuQiangXDU / Peri-midFormer
  Code for paper 'Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis (NeurIPS 2024 Spotlight)'
  ☆36Updated 4 months ago
• AdityaLab / FOIL
  ☆35Updated 9 months ago
• decisionintelligence / CS4TS
  A Comprehensive Survey of Deep Learning for Multivariate Time Series Forecasting: A Channel Strategy Perspective
  ☆24Updated last month
• usail-hkust / t-PatchGNN
  Official implementation for ICML24 paper "Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks …
  ☆98Updated last month
• icantnamemyself / SAN
  Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective
  ☆97Updated last year
• Mingyue-Cheng / FormerTime
  ☆24Updated 6 months ago
• davidanastasiu / dan
  ☆13Updated 3 months ago
• Hannibal046 / GridTST
  Source code for Leveraging 2D Information for Long-term Time Series Forecasting with Vanilla Transformers
  ☆17Updated 11 months ago
• wayne155 / FAN
  ☆49Updated 5 months ago
• HyunWookL / TESTAM
  Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts
  ☆50Updated 9 months ago
• nzl5116190 / Basisformer
  This is the pytorch implementation of Basisformer in the Neurips paper: [BasisFormer: Attention-based Time Series Forecasting with Learna…
  ☆92Updated 6 months ago
• duanjufang / MF-CLR
  The official code of the paper "MF-CLR: Multi-Frequency Contrastive Learning Representation for Time Series" [ICML 2024].
  ☆14Updated last month
• jlu-phyComputer / T2B-PE
  The repo is the official implementation for the paper: Intriguing Properties of Positional Encoding in Time Series Forecasting.
  ☆15Updated 6 months ago
• MUYang99 / MPTSNet
  MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification [AAAI 2025]
  ☆21Updated last month
• onceCWJ / FCDNet
  ☆23Updated 5 months ago
• kimanki / TAFAS
  Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation (AAAI 2025)
  ☆13Updated 2 months ago