Alternatives and similar repositories for myTLAE

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

• kimanki / TAFAS
  Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation (AAAI 2025)
  ☆21Updated 5 months ago
• Hundredl / MG-TSD
  The code for the paper "[ICLR'24]MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning Process"
  ☆55Updated last year
• alanyoungCN / WaveForM
  PyTorch implementation for paper "WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series" (A…
  ☆48Updated 2 years ago
• hqh0728 / CrossGNN
  The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement
  ☆32Updated last year
• 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 11 months ago
• razvanc92 / triformer
  ☆25Updated 3 years ago
• AgustDD / Floss
  ☆18Updated last year
• daxin007 / ARMD
  [AAAI 2025] Official Implementation of "Auto-Regressive Moving Diffusion Models for Time Series Forecasting"
  ☆91Updated 6 months ago
• Neoyanghc / HiGRN
  HiGRN: A Hierarchical Graph Recurrent Network for Global Sea Surface Temperature Prediction
  ☆10Updated last year
• AI4CTS / lightcts
  ☆38Updated 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
• icantnamemyself / FormerTime
  ☆9Updated 2 years ago
• TROUBADOUR000 / AMD
  PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)
  ☆65Updated 4 months ago
• ddz16 / Preformer
  This repository contains the pytorch code for the 2023 ICASSP paper "Preformer: Predictive Transformer with Multi-Scale Segment-wise Corr…
  ☆46Updated 2 years ago
• WuQiangXDU / Peri-midFormer
  Code for paper 'Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis (NeurIPS 2024 Spotlight)'
  ☆38Updated 7 months ago
• ACAT-SCUT / TQNet
  [ICML 2025] Official repository of the TQNet paper: "Temporal Query Network for Efficient Multivariate Time Series Forecasting". This wor…
  ☆50Updated last month
• chenxiaodanhit / BiTGraph
  The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.
  ☆27Updated 11 months ago
• tongnie / C-LoRA
  CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting
  ☆17Updated 3 months ago
• zhangzw16 / SageFormer
  Code for IoTJ 2024 paper "SageFormer: Series-Aware Framework for Long-Term Multivariate Time-Series Forecasting".
  ☆73Updated last year
• Mingyue-Cheng / TimeMAE
  ☆102Updated 9 months ago
• syrGitHub / HCAN
  ☆31Updated 7 months ago
• thuml / ModeRNN
  ☆14Updated 3 years ago
• shangzongjiang / Ada-MSHyper
  ☆59Updated 5 months ago
• PingChang818 / TDSTF
  ☆71Updated last year
• shivam-grover / S3-TimeSeries
  Segment, Shuffle, and Stitch: A Simple Mechanism for Improving Time-Series Representations
  ☆28Updated 9 months ago
• Leanna97 / TSINR
  ☆14Updated 9 months ago
• JingzheShi / ScalingLawForTimeSeriesForecasting
  [NeurIPS 2024] The repository for experiment codes for the paper: Scaling Law for Time Series Forecasting.
  ☆18Updated 9 months ago
• wxie9 / CARD
  ☆88Updated last year
• runze1223 / Fourier-Basis-Mapping
  ☆13Updated last week
• JonathanCrabbe / FourierDiffusion
  This repository implements time series diffusion in the frequency domain.
  ☆49Updated 5 months ago