Alternatives and similar repositories for TSFpaper

Users that are interested in TSFpaper 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…
  ☆2,383Updated last year
• 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.
  ☆1,577Updated last year
• thuml / iTransformer
  Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight)
  ☆1,966Updated 5 months ago
• qingsongedu / time-series-transformers-review
  A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
  ☆2,947Updated last year
• thuml / Autoformer
  About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), ht…
  ☆2,389Updated 10 months ago
• thuml / TimesNet
  About Code release for "TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis" (ICLR 2023), https://openreview.net/pd…
  ☆1,016Updated last year
• cure-lab / LTSF-Linear
  [AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
  ☆2,406Updated last year
• 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.
  ☆1,185Updated last year
• thuml / Time-Series-Library
  A Library for Advanced Deep Time Series Models for General Time Series Analysis.
  ☆11,268Updated 3 weeks ago
• Thinklab-SJTU / Crossformer
  Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Serie…
  ☆648Updated 2 years ago
• WenjieDu / PyPOTS
  A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neur…
  ☆1,925Updated last month
• lixus7 / Time-Series-Works-Conferences
  Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)
  ☆940Updated 2 months ago
• 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)"
  ☆631Updated 2 years ago
• DaoSword / Time-Series-Forecasting-and-Deep-Learning
  Resources about time series forecasting and deep learning.
  ☆755Updated 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) and sub…
  ☆901Updated 5 months ago
• KimMeen / Time-LLM
  [ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"
  ☆2,475Updated 3 months ago
• MAZiqing / FEDformer
  ☆781Updated 2 years ago
• zhouhaoyi / ETDataset
  The Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.
  ☆899Updated 4 years ago
• thuml / OpenLTM
  Implementations, Pre-training Code and Datasets of Large Time-Series Models
  ☆497Updated 5 months ago
• thuml / TimeXer
  Official implementation for "TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables" (NeurIPS 2024)
  ☆432Updated last year
• thuml / Nonstationary_Transformers
  Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/a…
  ☆555Updated last year
• liaoyuhua / LLM4TS
  Large Language & Foundation Models for Time Series.
  ☆555Updated last year
• xiyuanzh / time-series-papers
  An up-to-date list of time-series related papers in AI venues.
  ☆429Updated last year
• laiguokun / multivariate-time-series-data
  ☆878Updated 8 years ago
• HCHHOH / Report
  ☆76Updated last year
• thuml / Anomaly-Transformer
  About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://o…
  ☆980Updated 2 years ago
• yyysjz1997 / Awesome-TimeSeries-SpatioTemporal-Diffusion-Model
  A survey and paper list of current Diffusion Model for Time Series and SpatioTemporal Data with awesome resources (paper, application, re…
  ☆910Updated last month
• cure-lab / SCINet
  The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2…
  ☆668Updated 2 years 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…
  ☆400Updated 4 months ago
• oliverguhr / transformer-time-series-prediction
  proof of concept for a transformer-based time series prediction model
  ☆1,449Updated 2 years ago