Alternatives and similar repositories for Awesome-Papers-Time-Series-Forecasting

Users that are interested in Awesome-Papers-Time-Series-Forecasting are comparing it to the libraries listed below

• 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)"
  ☆581Updated last year
• thuml / OpenLTM
  Implementations, Pre-training Code and Datasets of Large Time-Series Models
  ☆377Updated this week
• thuml / AutoTimes
  Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"
  ☆214Updated 5 months 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…
  ☆688Updated this week
• xiyuanzh / awesome-llm-time-series
  tracking papers, datasets, and models of "large language model (LLM) for time series"
  ☆460Updated 11 months ago
• liaoyuhua / LLM4TS
  Large Language & Foundation Models for Time Series.
  ☆525Updated 11 months ago
• decisionintelligence / DUET
  [KDD 2025] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting
  ☆160Updated 3 weeks ago
• lss-1138 / SparseTSF
  [ICML 2024 Oral] Official repository of the SparseTSF paper: "SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters". …
  ☆213Updated 2 months ago
• Secilia-Cxy / SOFTS
  Official implement for "SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion"(NeurIPS'24) in PyTorch.
  ☆254Updated 2 weeks ago
• BennyTMT / LLMsForTimeSeries
  ☆139Updated 3 weeks ago
• xiyuanzh / time-series-papers
  An up-to-date list of time-series related papers in AI venues.
  ☆416Updated last year
• HCHHOH / Report
  ☆60Updated 7 months ago
• HaoUNSW / PISA
  ☆144Updated last year
• tokaka22 / ICLR25-FSCA
  [ICLR2025]Context-Alignment: Activating and Enhancing LLMs Capabilities in Time Series
  ☆51Updated 5 months ago
• thuml / TimeXer
  Official implementation for "TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables" (NeurIPS 2024)
  ☆310Updated 7 months ago
• JAsonT1202 / LLMs-for-TS
  Recent LLM-Based Time Series Forecasting Models with Code
  ☆33Updated last month
• ACAT-SCUT / CycleNet
  [NeurIPS 2024 Spotlight] Official repository of the CycleNet paper: "CycleNet: Enhancing Time Series Forecasting through Modeling Periodi…
  ☆183Updated 2 months ago
• ForestsKing / Awesome-Multimodal-Time-Series
  A curated list of paper, code, data, and other resources focus on multimodal time series analysis.
  ☆120Updated this week
• Y-debug-sys / Diffusion-TS
  [ICLR 2024] Official Implementation of "Diffusion-TS: Interpretable Diffusion for General Time Series Generation"
  ☆333Updated 4 months ago
• AdityaLab / Time-MMD
  ☆134Updated 6 months ago
• ameliawong1996 / From_News_to_Forecast
  This repository is for the paper entitled: From News to Forecast: Integrating Event Analysis in LLM-based Time Series Forecasting with Re…
  ☆129Updated 8 months ago
• 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.
  ☆1,118Updated 6 months ago
• decisionintelligence / CATCH
  [ICLR 2025] CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching
  ☆86Updated 3 weeks ago
• kutaytire / Retrieval-Augmented-Time-Series-Forecasting
  ☆42Updated 7 months ago
• start2020 / Awesome-TimeSeries-LLM-FM
  The collection of resources about LLM for Time series tasks
  ☆146Updated last year
• UConn-DSIS / Multi-modal-Time-Series-Analysis
  Awesome Multi-modal Time Series Analysis
  ☆68Updated 2 months ago
• decisionintelligence / pathformer
  ☆228Updated 11 months ago
• microsoft / ProbTS
  ProbTS is a benchmarking toolkit for time series forecasting.
  ☆174Updated last week
• TSCenter / awesome-time-series-papers
  Awesome-Time-Series-Papers: This repository offers a collection of recent time series research papers, including forecasting, anomaly det…
  ☆557Updated last week
• panzijie825 / S2IP-LLM
  Official reponsitory for "S^2IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting"
  ☆38Updated last year