This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.
☆3,184Jun 3, 2026Updated 2 months ago
Alternatives and similar repositories for TSFpaper
Users that are interested in TSFpaper are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Library for Advanced Deep Time Series Models for General Time Series Analysis.☆12,714Apr 18, 2026Updated 3 months ago
- A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.☆1,619Apr 6, 2024Updated 2 years ago
- An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://ar…☆2,672Aug 12, 2024Updated last year
- [AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"☆2,501Jan 27, 2024Updated 2 years ago
- An up-to-date list of time-series related papers in AI venues.☆436Jun 15, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.☆2,996Aug 8, 2024Updated last year
- A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.☆1,808Dec 23, 2025Updated 7 months ago
- Resources about time series forecasting and deep learning.☆800Jun 16, 2026Updated last month
- A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.☆1,219Dec 22, 2024Updated last year
- Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)☆969May 26, 2026Updated 2 months ago
- The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"☆666Jan 8, 2024Updated 2 years ago
- FITS: Frequency Interpolation Time Series Analysis Baseline☆238Sep 2, 2025Updated 11 months ago
- About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), ht…☆2,480Feb 28, 2025Updated last year
- Implementations, Pre-training Code and Datasets of Large Time-Series Models☆550Mar 22, 2026Updated 4 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"☆2,675Oct 15, 2025Updated 9 months ago
- The GitHub repository for the paper "Informer" accepted by AAAI 2021.☆6,515Jun 20, 2025Updated last year
- Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Serie…