Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight)
☆2,066Jul 17, 2025Updated 8 months ago
Alternatives and similar repositories for iTransformer
Users that are interested in iTransformer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Unofficial implementation of iTransformer - SOTA Time Series Forecasting using Attention networks, out of Tsinghua / Ant group☆534Jun 12, 2025Updated 10 months ago
- A Library for Advanced Deep Time Series Models for General Time Series Analysis.☆11,994Updated this week
- An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://ar…☆2,504Aug 12, 2024Updated last year
- Official implementation for "TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables" (NeurIPS 2024)☆467Nov 27, 2024Updated last year
- [AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"☆2,441Jan 27, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Serie…☆676Dec 1, 2023Updated 2 years ago
- About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), ht…☆2,440Feb 28, 2025Updated last year
- About Code release for "TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis" (ICLR 2023), https://openreview.net/pd…☆1,058Apr 2, 2024Updated 2 years ago
- Code for "Is Mamba Effective for Time Series Forecasting?"☆378May 20, 2025Updated 10 months ago
- Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/a…☆556Aug 19, 2024Updated last year
- The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"☆644Jan 8, 2024Updated 2 years ago
- This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction …☆3,116Mar 29, 2026Updated last week
- The GitHub repository for the paper "Informer" accepted by AAAI 2021.☆6,461Jun 20, 2025Updated 9 months ago
- [ICLR 2024] Official implementation of "TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting"☆1,904Oct 5, 2025Updated 6 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift☆414Sep 13, 2024Updated last year
- Official implementation of the paper "Frequency-domain MLPs are More Effective Learners in Time Series Forecasting"☆196Mar 26, 2024Updated 2 years ago
- Scalable and user friendly neural forecasting algorithms.☆4,032Apr 2, 2026Updated last week
- Code release for "Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors" (NeurIPS 2023), https://arxiv.org/abs/2305…☆239Jul 1, 2024Updated last year
- ☆257Aug 14, 2024Updated last year
- Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024) and sub…☆962Mar 22, 2026Updated 3 weeks ago
- [ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"☆2,608Oct 15, 2025Updated 5 months ago
- FITS: Frequency Interpolation Time Series Analysis Baseline☆230Sep 2, 2025Updated 7 months ago
- TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting☆214Jul 27, 2024Updated last year
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"☆259Jul 22, 2025Updated 8 months ago
- A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.☆2,974Aug 8, 2024Updated last year
- Unified Training of Universal Time Series Forecasting Transformers☆1,461Jan 29, 2026Updated 2 months ago
- This is an official implementation of "ModernTCN: A Modern Pure Convolution Structure for General Time Series Analysis" (ICLR 2024 Spotli…☆417Apr 2, 2024Updated 2 years ago
- ☆793Aug 16, 2023Updated 2 years ago
- Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective☆130Mar 23, 2024Updated 2 years ago
- Official implement for "SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion"(NeurIPS'24) in PyTorch.☆279Jul 7, 2025Updated 9 months ago
- [ICLR 2025 Spotlight] Official implementation of "Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts"☆943Mar 21, 2026Updated 3 weeks ago
- Implementations, Pre-training Code and Datasets of Large Time-Series Models☆534Mar 22, 2026Updated 3 weeks ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Official implementation of the paper "FilterNet: Harnessing Frequency Filters for Time Series Forecasting"☆222Mar 11, 2026Updated last month
- [TPAMI 2026 & ICML 2024 Oral] Official repository of the SparseTSF paper: "SparseTSF: Modeling Long-term Time Series Forecasting with 1k …☆264Mar 4, 2026Updated last month
- Official implementation of SAMformer, a transformer leveraging Sharpness-Aware Minimization and Channel-Wise Attention for Time Series Fo…☆191Jun 5, 2025Updated 10 months ago
- MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)☆212Feb 11, 2024Updated 2 years ago
- ☆136Feb 7, 2023Updated 3 years ago
- PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…☆132Jul 15, 2025Updated 8 months ago
- Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series an…☆6,028Mar 8, 2026Updated last month