This repository implements the GAT-LSTM model, which combines Graph Attention Networks (GAT) and Long Short-Term Memory Networks (LSTM) for hourly power load forecasts. It leverages spatio-temporal dependencies in energy systems, using graph-structured data (e.g., grid topology) and temporal sequences (e.g., historical consumption and weather).
☆32Sep 22, 2025Updated last year
Alternatives and similar repositories for Load-Forecasting-using-GAT-LSTM
Users that are interested in Load-Forecasting-using-GAT-LSTM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MSTGAN is an innovative method designed for multi-station urban air quality prediction, which fully considers the individual, global, and…☆23Jul 13, 2024Updated 2 years ago
- This set of codes implements our TPWRS paper "Spatio-Temporal Deep Learning-Assisted Reduced Security-Constrained Unit Commitment". This …☆45Jan 18, 2026Updated 8 months ago
- PowerMamba: A Deep State Space Model and Comprehensive Benchmark for Time Series Prediction in Electric Power Systems☆52Aug 6, 2025Updated last year
- ☆12Jun 14, 2022Updated 4 years ago
- Python library for training, evaluating, using deep learning for industrial monitoring tasks.☆10Sep 26, 2024Updated 2 years 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.
- ☆21Sep 12, 2024Updated 2 years ago
- ☆15Apr 19, 2020Updated 6 years ago
- ☆13Jul 12, 2022Updated 4 years ago
- A prototypical implementation for the construction of data sets containing False Data Injection Attacks and evaluating the performance of…☆16Aug 30, 2018Updated 8 years ago
- HiChiP QC and data analysis☆13Mar 12, 2024Updated 2 years ago
- ☆13Mar 8, 2023Updated 3 years ago
- ☆18Apr 16, 2021Updated 5 years ago
- Paper reading: Jamba — Hybrid Transformer-Mamba LM (SSM → S4 → S6 → Jamba)☆16May 22, 2024Updated 2 years ago
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆12Oct 11, 2020Updated 6 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.
- Supporting repository for "A Systematic Literature Review of Spatio-Temporal Graph Neural Network Models for Time Series Forecasting and …☆27Nov 18, 2025Updated 10 months ago
- ☆23Oct 13, 2023Updated 3 years ago
- Codebase for vessel trajectory prediction using historical AIS data☆19Nov 18, 2021Updated 4 years ago
- This is the official implementation of our research paper "One-day-ahead electricity load forecasting of non-residential buildings using …☆26Jan 14, 2026Updated 9 months ago
- Python notebook implementation of hyperparameter tuning of LSTM deep learning model using Genetic algorithm☆23Aug 18, 2021Updated 5 years ago
- This project is an LLM-Enhanced Nephio R5 and O-RAN Network Automation System. It integrates a Large Language Model with Nephio's intent-…☆20Mar 24, 2026Updated 6 months ago
- KDD 2025: "Predicting the Dynamics of Complex Systems via Multiscale Diffusion Autoencoder"☆22Jun 2, 2025Updated last year
- This is the dataset of power system flexibility test system 'FTS-213'.☆21Sep 7, 2020Updated 6 years ago
- Linux打包安装最新版 WPS365, 支持一键安装脚本☆26Dec 3, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Public repo containing code to train, visualize, and evaluate semi-supervised topic models and baselines for regression/classification on…☆11Apr 15, 2020Updated 6 years ago
- 光伏功率预测。通过LSTM模型对历史气象和电力数据进行分析,预测未来短时内的光伏功率输出。☆65Mar 4, 2026Updated 7 months ago
- Variational Information Bottleneck☆16Nov 26, 2018Updated 7 years ago
- RUL-Mamba: Mamba-Based Remaining Useful Life Prediction for Lithium-Ion Batteries☆53Apr 14, 2026Updated 6 months ago
- Implement a VAE to learn a reduced state space representation from the NSL-KDD dataset, capturing essential features of normal network t…☆14Feb 15, 2024Updated 2 years ago
- This study develops a non-invasive electronic nose system for real-time infection monitoring in neonatal incubators by identifying pathog…☆11Oct 13, 2025Updated last year
- ☆15Jan 29, 2024Updated 2 years ago
- DataCastle 2018国能日新第一届光伏功率预测☆25Mar 25, 2020Updated 6 years ago
- ☆11Nov 4, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- GA,PSO,LSTM...☆25May 11, 2018Updated 8 years ago
- Arctic sea ice interannual variability and change☆11Mar 26, 2018Updated 8 years ago
- PyTorch Implementation for the paper "DisCont: Self-Supervised Visual Attribute Disentanglement using Context Vectors" (ECCVW'20).☆15Oct 23, 2020Updated 5 years ago
- HSTGODE code☆11Nov 26, 2023Updated 2 years ago
- One critical issue within network security refers to intrusion detection. The nature of intrusion attempts appears to be nonlinear, where…☆10Sep 29, 2022Updated 4 years ago
- Theory-guided deep-learning load forecasting is a short-term load forecasting model that combines domain knowledge and machine learning a…☆36Mar 16, 2022Updated 4 years ago
- CIKM2022: source code for "hypergraph learning with line expansion" paper☆19May 19, 2023Updated 3 years ago