Resources about time series forecasting and deep learning.
☆806Oct 13, 2026Updated this week
Alternatives and similar repositories for Time-Series-Forecasting-and-Deep-Learning
Users that are interested in Time-Series-Forecasting-and-Deep-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)☆1,040Sep 29, 2026Updated 2 weeks ago
- This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction …☆3,199Aug 14, 2026Updated 2 months ago
- An up-to-date list of time-series related papers in AI venues.☆434Jun 15, 2024Updated 2 years ago
- A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.☆1,631Apr 6, 2024Updated 2 years ago
- A Library for Advanced Deep Time Series Models for General Time Series Analysis.☆12,949Apr 18, 2026Updated 5 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"☆2,519Jan 27, 2024Updated 2 years ago
- Repository of Transformer based PyTorch Time Series Models☆323Nov 8, 2024Updated last year
- ☆137Feb 7, 2023Updated 3 years ago
- A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.☆1,826Dec 23, 2025Updated 9 months ago
- list of papers, code, and other resources☆1,061Aug 13, 2025Updated last year
- A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.☆3,021Aug 8, 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…☆2,723Aug 12, 2024Updated 2 years ago
- RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift☆442Sep 13, 2024Updated 2 years ago
- Code release of paper "MICN: Multi-scale Local and Global Context Modeling for Long-term Series Forecasting" (ICLR 2023)☆131Feb 11, 2023Updated 3 years ago
- 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.
- [VLDB 2024] A Multi-Scale Decomposition MLP-Mixer for Time Series Analysis☆98Aug 26, 2024Updated 2 years ago
- A comprehensive survey on the time series domains☆550Mar 22, 2024Updated 2 years ago
- Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/a…☆567Aug 19, 2024Updated 2 years ago
- A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).☆385Apr 28, 2024Updated 2 years ago
- ☆897Apr 9, 2017Updated 9 years ago
- A code implementation of new papers in the time series forecasting field.☆124Nov 3, 2023Updated 2 years ago
- Official implement for "SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion"(NeurIPS'24) in PyTorch.☆290Jul 7, 2025Updated last year
- A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.☆1,235Dec 22, 2024Updated last year
- Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series an…☆6,130Jul 23, 2026Updated 2 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).☆2,304Sep 30, 2026Updated 2 weeks ago
- The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"☆672Jan 8, 2024Updated 2 years ago
- MTS-Mixers: Multivariate Time Series Forecasting via Factorized Temporal and Channel Mixing☆250Jul 21, 2025Updated last year
- PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting☆310Jun 25, 2026Updated 3 months ago
- Official implementation of "Periodicity Decoupling Framework for Long-term Series Forecasting" (ICLR 2024)☆151May 29, 2024Updated 2 years ago
- Scalable and user friendly neural forecasting algorithms.☆4,285Updated this week
- Time Series Forecasting, Distribution Shift☆106Jul 11, 2023Updated 3 years ago
- PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)☆239Jun 25, 2026Updated 3 months ago
- PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…☆140May 17, 2026Updated 4 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- RWKV-TS: Beyond Traditional Recurrent Neural Network for Time Series Tasks☆128Aug 16, 2024Updated 2 years ago
- Probabilistic time series modeling in Python☆5,247Updated this week
- List of papers, code and experiments using deep learning for time series forecasting☆2,784Mar 16, 2024Updated 2 years ago
- [ICML 2024] Official implementation of: "Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dep…☆90Sep 29, 2026Updated 2 weeks ago
- A Python toolkit/library for reality-centric machine/deep learning & data mining on partially-observed time series, with 50+ SOTA neural …☆2,073Oct 5, 2026Updated last week
- FITS: Frequency Interpolation Time Series Analysis Baseline☆240Sep 2, 2025Updated last year
- Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Serie…☆708Dec 1, 2023Updated 2 years ago