Alternatives and similar repositories for Autoformer

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

• yuqinie98 / PatchTST
  An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://ar…
  ☆1,971Updated 9 months ago
• cure-lab / LTSF-Linear
  [AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
  ☆2,217Updated last year
• MAZiqing / FEDformer
  ☆723Updated last year
• thuml / iTransformer
  Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https:…
  ☆1,642Updated last week
• thuml / TimesNet
  About Code release for "TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis" (ICLR 2023), https://openreview.net/pd…
  ☆873Updated last year
• zhouhaoyi / ETDataset
  The Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.
  ☆778Updated 3 years ago
• Thinklab-SJTU / Crossformer
  Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Serie…
  ☆573Updated last year
• qingsongedu / time-series-transformers-review
  A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
  ☆2,765Updated 9 months ago
• ddz16 / TSFpaper
  This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction …
  ☆2,592Updated last week
• cure-lab / SCINet
  The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2…
  ☆655Updated last year
• mlpotter / Transformer_Time_Series
  Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting (NeurIPS 2019)
  ☆583Updated 2 years ago
• oliverguhr / transformer-time-series-prediction
  proof of concept for a transformer-based time series prediction model
  ☆1,398Updated 2 years ago
• qingsongedu / awesome-AI-for-time-series-papers
  A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
  ☆1,426Updated last year
• thuml / Nonstationary_Transformers
  Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/a…
  ☆529Updated 9 months ago
• zhouhaoyi / Informer2020
  The GitHub repository for the paper "Informer" accepted by AAAI 2021.
  ☆5,950Updated last month
• laiguokun / multivariate-time-series-data
  ☆828Updated 8 years ago
• gzerveas / mvts_transformer
  Multivariate Time Series Transformer, public version
  ☆828Updated last year
• lixus7 / Time-Series-Works-Conferences
  Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)
  ☆896Updated 2 months ago
• DaoSword / Time-Series-Forecasting-and-Deep-Learning
  Resources about time series forecasting and deep learning.
  ☆665Updated this week
• WenjieDu / PyPOTS
  A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neur…
  ☆1,460Updated this week
• thuml / Large-Time-Series-Model
  Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024)
  ☆631Updated last week
• maxjcohen / transformer
  Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.
  ☆884Updated 2 years ago
• QData / spacetimeformer
  Multivariate Time Series Forecasting with efficient Transformers. Code for the paper "Long-Range Transformers for Dynamic Spatiotemporal …
  ☆851Updated last year
• AIStream-Peelout / flow-forecast
  Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
  ☆2,191Updated this week
• lucidrains / iTransformer
  Unofficial implementation of iTransformer - SOTA Time Series Forecasting using Attention networks, out of Tsinghua / Ant group
  ☆492Updated 5 months ago
• zhihanyue / ts2vec
  A universal time series representation learning framework
  ☆698Updated 10 months ago
• kwuking / TimeMixer
  [ICLR 2024] Official implementation of "TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting"
  ☆1,607Updated 3 weeks ago
• thuml / Anomaly-Transformer
  About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://o…
  ☆861Updated last year
• zalandoresearch / pytorch-ts
  PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend
  ☆1,309Updated 11 months ago
• nok-halfspace / Transformer-Time-Series-Forecasting
  ☆394Updated 3 years ago