Alternatives and similar repositories for awesome-AI-for-time-series-papers

Users that are interested in awesome-AI-for-time-series-papers are comparing it to the libraries listed below

• qingsongedu / time-series-transformers-review
  A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
  ☆2,830Updated last year
• DaoSword / Time-Series-Forecasting-and-Deep-Learning
  Resources about time series forecasting and deep learning.
  ☆692Updated this week
• qingsongedu / Awesome-TimeSeries-SpatioTemporal-LM-LLM
  A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.
  ☆1,126Updated 7 months ago
• lixus7 / Time-Series-Works-Conferences
  Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)
  ☆909Updated 5 months ago
• xiyuanzh / time-series-papers
  An up-to-date list of time-series related papers in AI venues.
  ☆421Updated last year
• yuqinie98 / PatchTST
  An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://ar…
  ☆2,092Updated 11 months ago
• WenjieDu / PyPOTS
  A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neur…
  ☆1,639Updated last week
• thuml / TimesNet
  About Code release for "TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis" (ICLR 2023), https://openreview.net/pd…
  ☆923Updated last year
• ddz16 / TSFpaper
  This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction …
  ☆2,745Updated 2 weeks ago
• cure-lab / Awesome-time-series
  A comprehensive survey on the time series domains
  ☆535Updated last year
• Thinklab-SJTU / Crossformer
  Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Serie…
  ☆590Updated last year
• DAMO-DI-ML / NeurIPS2023-One-Fits-All
  The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"
  ☆585Updated last year
• laiguokun / multivariate-time-series-data
  ☆842Updated 8 years ago
• liaoyuhua / LLM4TS
  Large Language & Foundation Models for Time Series.
  ☆530Updated last year
• cure-lab / LTSF-Linear
  [AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
  ☆2,272Updated last year
• thuml / iTransformer
  Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight)
  ☆1,735Updated 3 weeks ago
• MAZiqing / FEDformer
  ☆741Updated last year
• thuml / Nonstationary_Transformers
  Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/a…
  ☆538Updated 11 months ago
• KimMeen / Awesome-GNN4TS
  [TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)
  ☆786Updated last year
• zhihanyue / ts2vec
  A universal time series representation learning framework
  ☆729Updated last year
• thuml / OpenLTM
  Implementations, Pre-training Code and Datasets of Large Time-Series Models
  ☆392Updated 2 weeks ago
• WenjieDu / Awesome_Imputation
  Awesome Deep Learning for Time-Series Imputation, including an unmissable paper and tool list about applying neural networks to impute in…
  ☆350Updated this week
• WenjieDu / SAITS
  The official PyTorch implementation of the paper "SAITS: Self-Attention-based Imputation for Time Series". A fast and state-of-the-art (S…
  ☆445Updated 2 weeks ago
• thuml / Large-Time-Series-Model
  Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024) and sub…
  ☆707Updated 2 weeks ago
• zhouhaoyi / ETDataset
  The Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.
  ☆807Updated 4 years ago
• qingsongedu / awesome-AI-tutorials-surveys
  A professional list of Tutorials and Surveys on DL, ML, DM, CV, NLP, Speech in top AI conferences and journals.
  ☆155Updated 2 years ago
• cure-lab / SCINet
  The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2…
  ☆657Updated 2 years ago
• thuml / Autoformer
  About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), ht…
  ☆2,235Updated 5 months ago
• gzerveas / mvts_transformer
  Multivariate Time Series Transformer, public version
  ☆836Updated last year
• xiyuanzh / awesome-llm-time-series
  tracking papers, datasets, and models of "large language model (LLM) for time series"
  ☆466Updated last year