Alternatives and similar repositories for ScalingLawForTimeSeriesForecasting

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

• junwoopark92 / Self-Supervised-Contrastive-Forecsating
  "Self-Supervised Contrastive Learning for Long-term Forecasting", accepted at International Conference on Learning Representations (ICLR)…
  ☆80Updated last year
• QiangWu-AI / Peri-midFormer
  Code for paper 'Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis (NeurIPS 2024 Spotlight)'
  ☆40Updated last year
• syrGitHub / HCAN
  ☆37Updated last year
• kimanki / TAFAS
  Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation (AAAI 2025)
  ☆29Updated 10 months ago
• ACAT-SCUT / TQNet
  [ICML 2025] Official repository of the TQNet paper: "Temporal Query Network for Efficient Multivariate Time Series Forecasting". This wor…
  ☆84Updated 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…
  ☆58Updated last year
• Hannibal046 / GridTST
  Source code for Leveraging 2D Information for Long-term Time Series Forecasting with Vanilla Transformers
  ☆18Updated last year
• hqh0728 / CrossGNN
  The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement
  ☆37Updated 2 years ago
• runze1223 / Fourier-Basis-Mapping
  ☆15Updated 5 months ago
• Mingyue-Cheng / InstructTime
  ☆34Updated 2 weeks ago
• AgustDD / Floss
  ☆18Updated 2 years ago
• Mingyue-Cheng / FormerTime
  ☆29Updated last year
• RogerNi / MoLE
  ☆40Updated 10 months ago
• AdityaLab / FOIL
  ☆46Updated last year
• Mingyue-Cheng / ConvTimeNet
  ☆65Updated 3 months ago
• Hank0626 / DDN
  Official implementation of "DDN: Dual-domain Dynamic Normalization for Non-stationary Time Series Forecasting" (NeurIPS 2024)
  ☆19Updated last year
• FMLYD / FTMixer
  ☆12Updated last year
• haochenglouis / RobustTSF
  [ICLR 2024] Official code of RobustTSF
  ☆21Updated last year
• lunaaa95 / mou
  Semantics-Aware Patch Encoding and Hierarchical Dependency Modeling for Long-Term Time Series Forecasting
  ☆48Updated 5 months ago
• Melmaphother / TimeDART
  [ICML 2025] Official PyTorch implementation of the paper: 🎯 TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time S…
  ☆128Updated 3 weeks ago
• xuangu-fang / BayOTIDE
  BayOTIDE-Bayesian Online Multivariate Time Series Imputation with Functional Decomposition (ICML 2024 spotlight)
  ☆35Updated 4 months ago
• shivam-grover / S3-TimeSeries
  Segment, Shuffle, and Stitch: A Simple Mechanism for Improving Time-Series Representations
  ☆30Updated last year
• tongnie / C-LoRA
  CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting
  ☆15Updated 8 months ago
• Let-it-Care / T-Rep
  ☆35Updated last year
• Hundredl / MG-TSD
  The code for the paper "[ICLR'24]MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning Process"
  ☆61Updated last year
• decisionintelligence / K2VAE
  [ICML 2025 Spotlight] K²VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting
  ☆43Updated 5 months ago
• Mingyue-Cheng / TimeMAE
  ☆116Updated last year
• alanyoungCN / WaveForM
  PyTorch implementation for paper "WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series" (A…
  ☆49Updated 2 years ago
• blacksnail789521 / TimeDRL
  Official repository for TimeDRL: Disentangled Representation Learning for Multivariate Time-Series, accepted at ICDE 2024.
  ☆27Updated last year
• Dilfiraa / PS_Loss
  ☆57Updated 2 weeks ago