A Library for Advanced Deep Time Series Models for General Time Series Analysis.
☆12,390Apr 18, 2026Updated last month
Alternatives and similar repositories for Time-Series-Library
Users that are interested in Time-Series-Library are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- About Code release for "TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis" (ICLR 2023), https://openreview.net/pd…☆1,093Apr 2, 2024Updated 2 years ago
- This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction …☆3,158Jun 3, 2026Updated last week
- An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://ar…☆2,602Aug 12, 2024Updated last year
- Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight)☆2,137Jul 17, 2025Updated 10 months ago
- About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), ht…☆2,468Feb 28, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"☆2,471Jan 27, 2024Updated 2 years ago
- The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"☆661Jan 8, 2024Updated 2 years ago
- A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.☆1,614Apr 6, 2024Updated 2 years ago
- The GitHub repository for the paper "Informer" accepted by AAAI 2021.☆6,502Jun 20, 2025Updated 11 months ago
- Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024) and sub…☆992Mar 22, 2026Updated 2 months ago
- [ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"☆2,656Oct 15, 2025Updated 7 months ago
- A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.☆2,985Aug 8, 2024Updated last year
- Scalable and user friendly neural forecasting algorithms.☆4,148Updated this week
- Implementations, Pre-training Code and Datasets of Large Time-Series Models☆548Mar 22, 2026Updated 2 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series an…☆6,072Jun 3, 2026Updated last week
- A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.☆1,782Dec 23, 2025Updated 5 months ago
- A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.☆1,216Dec 22, 2024Updated last year
- [ICLR 2024] Official implementation of "TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting"☆1,939Oct 5, 2025Updated 8 months ago
- Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/a…☆562Aug 19, 2024Updated last year
- A Python toolkit/library for reality-centric machine/deep learning & data mining on partially-observed time series, with 50+ SOTA neural …☆2,014May 12, 2026Updated 3 weeks ago
- Resources about time series forecasting and deep learning.☆789Jun 2, 2026Updated last week
- Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)☆962May 26, 2026Updated 2 weeks ago
- Unified Training of Universal Time Series Forecasting Transformers☆1,519Jun 2, 2026Updated last week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Time series forecasting with PyTorch☆4,912Updated this week
- ☆801Aug 16, 2023Updated 2 years ago
- Probabilistic time series modeling in Python☆5,196May 8, 2026Updated last month
- Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Serie…☆691Dec 1, 2023Updated 2 years ago
- [ICLR 2025 Spotlight] Official implementation of "Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts"☆974Mar 21, 2026Updated 2 months ago
- This is an official implementation of "ModernTCN: A Modern Pure Convolution Structure for General Time Series Analysis" (ICLR 2024 Spotli…☆430Apr 2, 2024Updated 2 years ago
- Chronos: Pretrained Models for Time Series Forecasting☆5,416Apr 21, 2026Updated last month
- About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://o…☆1,031Dec 29, 2023Updated 2 years ago
- A unified multi-task time series model.☆639Sep 26, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift☆425Sep 13, 2024Updated last year
- An up-to-date list of time-series related papers in AI venues.☆435Jun 15, 2024Updated last year
- Official implementation for "TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables" (NeurIPS 2024)☆487Nov 27, 2024Updated last year
- Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"☆266Jul 22, 2025Updated 10 months ago
- [PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods☆1,709Jan 15, 2026Updated 4 months ago
- A python library for user-friendly forecasting and anomaly detection on time series.☆9,414Updated this week
- List of papers, code and experiments using deep learning for time series forecasting☆2,771Mar 16, 2024Updated 2 years ago