Alternatives and similar repositories for iclr2025_dsof

Users that are interested in iclr2025_dsof are comparing it to the libraries listed below

• Levi-Ackman / Leddam
  [ICML 2024] Official implementation of: "Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dep…
  ☆68Updated 7 months ago
• TROUBADOUR000 / TimeFilter
  PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)
  ☆57Updated 2 months ago
• plumprc / RTSF
  Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping
  ☆90Updated 2 years ago
• stanliu96 / RATD
  Codes for "Retrieval-Augmented Diffusion Models for Time Series Forecasting"
  ☆74Updated 10 months ago
• LiYuxin321 / TMDM
  Code for the paper Transformer-Modulated Diffusion Models for Probabilistic Multivariate Time Series Forecasting
  ☆26Updated last year
• usail-hkust / t-PatchGNN
  Official implementation for ICML24 paper "Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks …
  ☆114Updated 5 months ago
• wayne155 / FAN
  ☆62Updated 9 months ago
• XiangMa-Shaun / U-Mixer
  ☆21Updated 9 months ago
• chenxiaodanhit / BiTGraph
  The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.
  ☆27Updated last year
• Graph-and-Geometric-Learning / TimeSeriesCCM
  Official Implementation of "From Similarity to Superiority: Channel Clustering for Time Series Forecasting"
  ☆62Updated 10 months ago
• icantnamemyself / SAN
  Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective
  ☆111Updated last year
• egetaga / TimePFN
  Official repository for "TimePFN: Effective Multivariate Time Series Forecasting with Synthetic Data" (AAAI 2025).
  ☆18Updated last month
• mumiao2000 / CrossLinear
  ☆29Updated last month
• hqh0728 / CrossGNN
  The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement
  ☆32Updated last year
• Dilfiraa / PS_Loss
  ☆40Updated 4 months ago
• hqh0728 / HDMixer
  ☆46Updated last year
• weifantt / Dish-TS
  Time Series Forecasting, Distribution Shift
  ☆95Updated 2 years ago
• CityMind-Lab / NeurIPS24-Attraos
  [NeurIPS2024] Attractor memory for long-term time series forecasting: A chaos perspective
  ☆21Updated 9 months ago
• wwy155 / NsDiff
  ☆33Updated 3 months ago
• nzl5116190 / Basisformer
  This is the pytorch implementation of Basisformer in the Neurips paper: [BasisFormer: Attention-based Time Series Forecasting with Learna…
  ☆96Updated 10 months ago
• wanghq21 / MICN
  Code release of paper "MICN: Multi-scale Local and Global Context Modeling for Long-term Series Forecasting" (ICLR 2023)
  ☆121Updated 2 years ago
• usail-hkust / ASeer
  The project for KDD24 paper 'Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks…
  ☆28Updated last year
• aikunyi / FreTS
  Official implementation of the paper "Frequency-domain MLPs are More Effective Learners in Time Series Forecasting"
  ☆187Updated last year
• YoZhibo / MSGNet
  MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)
  ☆186Updated last year
• luodhhh / DeformableTST
  This is an official implementation of "DeformableTST: Transformer for Time Series Forecasting without Over-reliance on Patching" (NeurIPS…
  ☆18Updated 10 months ago
• shaowen310 / TimesMamba
  Mamba for Multivariate Time Series Forecasting
  ☆60Updated 4 months ago
• CSTCloudOps / CMoS
  ☆27Updated 3 months ago
• jackyue1994 / FreEformer
  ☆21Updated 8 months ago
• BeBeYourLove / TDformer
  for the realization of TDformer in the paper "First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting", thank you ve…
  ☆38Updated 2 years ago
• kongqi404 / timegrad
  ☆22Updated 2 years ago