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The Public Utility Data Liberation Project provides analysis-ready energy system data to climate advocates, researchers, policymakers, and journalists.
[ICLR 2025 Spotlight] Official implementation of "Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts"
The official implementation of the paper: "SST: Multi-Scale Hybrid Mamba-Transformer Experts for Long-Short Range Time Series Forecasting"
Mamba for Multivariate Time Series Forecasting
Master programming by recreating your favorite technologies from scratch.
A library of free open source icons for science illustrations in biology and chemistry
This repository offers a collection of recent time series research papers, including forecasting, anomaly detection and so on , with links to code and resources.
TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's …
常见机器学习算法回归、分类应用示例，调参；包括基础的线性回归算法、集成学习、支持向量机等；调参包括网格搜索、随机搜索、贝叶斯优化、优化算法如GA优化等。
创建一个常用机器学习，深度学习模型训练模板。包括2D(时间序列)数据机器学习,3D(时间序列)数据深度学习学习
DL-MPC(deep learning model predictive control) is a software toolkit developed based on the Python and TensorFlow frameworks, designed to enhance the performance of traditional Model Predictive Con…