Addressing prediction delays in time series forecasting: A continuous GRU Approach with derivative regularization
☆31Sep 13, 2024Updated last year
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:
- This repository contains the code for paper Li, Ran, et al. "Decision-oriented learning for future power system decision-making under unc…☆33Apr 13, 2025Updated last year
- ☆18May 24, 2023Updated 3 years ago
- [KDD'24] Ofiicial implementation of paper "Generative Pretrained Hierarchical Transformer for Time Series Forecasting"☆37Jul 3, 2025Updated 10 months ago
- The official implementation of paper "Disentangled Parameter-Efficient Linear Model for Long-Term Time Series Forecasting" (DASFAA 2026)☆17Apr 21, 2026Updated last month
- The official repository of the PRformer paper: "PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting." This…☆60Oct 28, 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.
- ☆112Jun 11, 2025Updated 11 months ago
- The code for TFPS☆67Nov 8, 2024Updated last year
- Code for the TMLR 2023 paper "GRAM-ODE: Graph-based Multi-ODE Neural Networks for Spatio-Temporal Traffic Forecasting"☆21Jan 11, 2024Updated 2 years ago
- Fine-grained attention in hierarchical transformers for tabular time-series.☆12Dec 24, 2024Updated last year
- CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables [ICML 2024]☆23Feb 5, 2026Updated 3 months ago
- ☆32Jun 24, 2025Updated 11 months 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
- Code implementation of the paper "WAVE: Weighted Autoregressive Varying Gate for Time Series Forecasting" (ICML 2025)☆30Feb 12, 2025Updated last year
- Code acompaning the paper titled "Mamba time series forecasting with uncertainty quantification"☆22Aug 8, 2025Updated 9 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.
- PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…☆134May 17, 2026Updated last week
- Official implementation of "Physics-Informed Long-Sequence Forecasting From Multi-Resolution Spatiotemporal Data".☆10Dec 12, 2022Updated 3 years ago
- Official implementation of "DDN: Dual-domain Dynamic Normalization for Non-stationary Time Series Forecasting" (NeurIPS 2024)☆25Oct 28, 2024Updated last year
- Jiahao Li, Yong Zhang, Xingyu Yang, and Liangwei Chen. "Online portfolio management via deep reinforcement learning with high-frequency d…☆25Jul 8, 2023Updated 2 years ago
- Time-R1 is a two-stage reinforcement fine-tuning framework that trains large language models to perform slow-thinking, step-by-step reaso…☆97Apr 14, 2026Updated last month
- Official code repository for KDD'24 paper "Calibration of Time-Series Forecasting: Detecting and Adapting Context-Driven Distribution Shi…☆37Jun 19, 2025Updated 11 months ago
- [TMLR 2025] This is the official code of our Paper "DeformTime: Capturing Variable Dependencies with Deformable Attention for Time Series…☆40Dec 20, 2025Updated 5 months ago
- PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)☆134Mar 19, 2025Updated last year
- Here, the most popular Electric Load Forecasting datasets are collected centrally. Feel free to support this work. 🔥☆28Apr 27, 2026Updated 3 weeks 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.
- Alpha Screening with LLM Reasoning via Reinforcement Learning☆75Dec 30, 2025Updated 4 months ago
- Instant Graph Neural Networks for Dynamic Graphs☆11Dec 28, 2022Updated 3 years ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆123Mar 18, 2025Updated last year
- Code repository for "Multi-Task Encoder-Dual-Decoder Modeling Framework on Mixed Frequency Data", International Journal of Forecasting, 2…☆13Feb 18, 2024Updated 2 years ago
- Code for our paper "VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters".☆278Aug 13, 2025Updated 9 months ago
- The official repository for paper Evaluating Financial Relational Graphs: Interpretation Before Prediction☆20Jan 2, 2026Updated 4 months ago
- ☆11Jul 15, 2024Updated last year
- ☆13Mar 25, 2023Updated 3 years ago
- Official Code for the NeurIPS'25 paper: Selective Learning for Deep Time Series Forecasting☆37Nov 7, 2025Updated 6 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.
- Wind Power Prediction with ECMWF Data as Input using Statistical Learning☆10Apr 7, 2020Updated 6 years ago
- 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
- 一个基于OPENSCAD的农业工程机器人☆13May 20, 2020Updated 6 years ago
- The offical code for 《A Time Series is Worth Five Experts: Heterogeneous Mixture of Experts for Traffic Flow Prediction》☆31Sep 27, 2024Updated last year
- Code Release for Task Agnostic Dynamics Priors for Deep Reinforcement Learning☆12Jun 13, 2019Updated 6 years ago
- Diebold-Mariano statistical test☆13Jan 9, 2025Updated last year
- Official implementation for ICML24 paper "Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks …☆131Nov 28, 2025Updated 5 months ago