Addressing prediction delays in time series forecasting: A continuous GRU Approach with derivative regularization
☆31Sep 13, 2024Updated 2 years ago
Alternatives and similar repositories for CONTIME
Users that are interested in CONTIME are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆18May 24, 2023Updated 3 years ago
- The official implementation of paper "Disentangled Parameter-Efficient Linear Model for Long-Term Time Series Forecasting" (DASFAA 2026)☆17Apr 21, 2026Updated 5 months ago
- Fine-grained attention in hierarchical transformers for tabular time-series.☆12Dec 24, 2024Updated last year
- ☆114Jun 11, 2025Updated last year
- Code implementation of the paper "WAVE: Weighted Autoregressive Varying Gate for Time Series Forecasting" (ICML 2025)☆31Feb 12, 2025Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables [ICML 2024]☆22Feb 5, 2026Updated 7 months ago
- This repository contains the code for paper Li, Ran, et al. "Decision-oriented learning for future power system decision-making under unc…☆38Apr 13, 2025Updated last year
- Sample data, maps, etc.☆17Apr 9, 2024Updated 2 years ago
- Code for paper "Sparse Variational Gaussian Process based Day-ahead Probabilistic Wind Power Forecasting", IEEE Transactions on Sustaina…☆25Dec 6, 2023Updated 2 years ago
- ☆33Jun 24, 2025Updated last year
- [NeurIPS 2024] Official implementation of the paper "Are Self-Attentions Effective for Time Series Forecasting?"☆64Dec 31, 2024Updated last year
- The official repository of the PRformer paper: "PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting." This…☆69Oct 28, 2024Updated last year
- Shapelet-Driven Post Hoc Explanations for Time Series Classification Models☆37Oct 21, 2025Updated 11 months ago
- PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…☆139May 17, 2026Updated 4 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI 2025)☆140Mar 19, 2025Updated last year
- [KDD 2026] Official implementation of "TimeDistill: Efficient Long-Term Time Series Forecasting with MLPs via Cross-Architecture Distilla…☆37Mar 22, 2026Updated 6 months ago
- Official code repository for KDD'24 paper "Calibration of Time-Series Forecasting: Detecting and Adapting Context-Driven Distribution Shi…☆38Jun 19, 2025Updated last year
- [TMLR 2025] This is the official code of our Paper "DeformTime: Capturing Variable Dependencies with Deformable Attention for Time Series…☆42Dec 20, 2025Updated 9 months ago
- ☆72Feb 7, 2025Updated last year
- [AAAI 2026] Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing☆47Jan 27, 2026Updated 7 months ago
- ☆22Jul 18, 2026Updated 2 months ago
- ☆14Apr 12, 2023Updated 3 years ago
- ☆11Jul 15, 2024Updated 2 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.
- Code for the paper "Learning noise-induced transitions by multi-scaling reservoir computing" (https://arxiv.org/abs/2309.05413).☆14Mar 20, 2025Updated last year
- Code for our paper "VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters".☆285Aug 13, 2025Updated last year
- Customized Variable Inspector extension for JupyterLab, better support for R.☆11Apr 19, 2023Updated 3 years ago
- Official Code for the NeurIPS'25 paper: Selective Learning for Deep Time Series Forecasting☆39Nov 7, 2025Updated 10 months ago
- Repository containing the group project Wind Power Forecasting for DTU's 02456 Deep Learning.☆13Apr 7, 2022Updated 4 years ago
- The code for TFPS☆73Nov 8, 2024Updated last year
- The offical code for 《A Time Series is Worth Five Experts: Heterogeneous Mixture of Experts for Traffic Flow Prediction》☆31Sep 27, 2024Updated last year
- SDN traffic matrix prediction with LSTM☆14Feb 18, 2022Updated 4 years ago
- ☆35Jul 15, 2026Updated 2 months ago
- 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.
- Code release for "Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors" (NeurIPS 2023), https://arxiv.org/abs/2305…☆241Jul 1, 2024Updated 2 years ago
- ☆11May 8, 2020Updated 6 years ago
- ☆10Sep 5, 2024Updated 2 years ago
- Code Release for Task Agnostic Dynamics Priors for Deep Reinforcement Learning☆12Jun 13, 2019Updated 7 years ago
- ☆13Jan 9, 2018Updated 8 years ago
- Official implementation for ICML24 paper "Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks …☆141Nov 28, 2025Updated 9 months ago
- Mitigating Routing Update Overhead for Traffic Engineering by Combining Destination-based Routing with Reinforcement Learning☆15Oct 16, 2022Updated 3 years ago