Alternatives and similar repositories for ScalingLawForTimeSeriesForecasting:

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

• kimanki / TAFAS
  Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation (AAAI 2025)
  ☆11Updated last month
• Hannibal046 / GridTST
  Source code for Leveraging 2D Information for Long-term Time Series Forecasting with Vanilla Transformers
  ☆17Updated 11 months ago
• syrGitHub / HCAN
  ☆24Updated 4 months ago
• haochenglouis / RobustTSF
  [ICLR 2024] Official code of RobustTSF
  ☆19Updated last year
• TROUBADOUR000 / TimeFilter
  PyTorch Implementation of TimeFilter
  ☆30Updated 2 months ago
• TROUBADOUR000 / AMD
  PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)
  ☆39Updated last month
• Mingyue-Cheng / ConvTimeNet
  ☆56Updated 3 months ago
• icantnamemyself / FormerTime
  ☆9Updated 2 years ago
• 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
• Melmaphother / TimeDART
  This is the official PyTorch implementation of the paper: TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time Seri…
  ☆65Updated 2 weeks ago
• hqh0728 / CrossGNN
  The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement
  ☆31Updated last year
• AgustDD / Floss
  ☆17Updated last year
• OrigamiSL / FDNet
  Source code of FDNet: Focal Decomposed Network for Efficient, Robust and Practical Time Series Forecasting
  ☆14Updated last year
• zichuan-liu / ContraLSP
  [ICLR'24] Official PyTorch Implementation of ContraLSP
  ☆29Updated last year
• ClaudiaShu / DeformTime
  This is the official code of our TMLR 2025 Paper "DeformTime: Capturing Variable Dependencies with Deformable Attention for Time Series F…
  ☆27Updated last month
• junwoopark92 / Self-Supervised-Contrastive-Forecsating
  "Self-Supervised Contrastive Learning for Long-term Forecasting", accepted at International Conference on Learning Representations (ICLR)…
  ☆80Updated last year
• syrGitHub / TFPS
  The code for TFPS
  ☆22Updated 5 months ago
• tongnie / C-LoRA
  CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting
  ☆17Updated 11 months ago
• mllm-ts / VisualTimeAnomaly
  Can Multimodal LLMs Perform Time Series Anomaly Detection? https://arxiv.org/abs/2502.17812
  ☆21Updated 3 weeks ago
• luisroque / bench
  ☆11Updated 3 months ago
• AdityaLab / FOIL
  ☆32Updated 9 months ago
• Joeland4 / FSatten-SOatten
  Code and logs for Paper：Revisiting Attention for Multivariate Time Series Forecasting
  ☆18Updated 9 months ago
• zhangxjohn / Reversible-Instance-Normalization
  Implementation of RevIN is based on TF2.Keras and PyTorch.
  ☆26Updated last year
• Mingyue-Cheng / FormerTime
  ☆25Updated 6 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
• Mingyue-Cheng / CrossTimeNet
  ☆17Updated 4 months ago
• Levi-Ackman / Leddam
  [ICML 2024] Official implementation of: "Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dep…
  ☆53Updated 2 months ago
• JIANGYUE61610306 / SAGDFN
  This is the PyTorch official implementation of SAGDFN: A Scalable Adaptive Graph Diffusion Forecasting Network for Multivariate Time Ser…
  ☆15Updated last year
• aikunyi / time_series_frequency
  Neural Time Series Analysis with Fourier Transform: A Survey
  ☆26Updated 2 years ago