PyTorch utilities for Optimal Power Flow
☆29Mar 17, 2025Updated last year
Alternatives and similar repositories for ML4OPF
Users that are interested in ML4OPF are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆10Mar 25, 2024Updated 2 years ago
- This set of codes implements our NAPS paper "Reduced Optimal Power Flow Using Graph Neural Network". This work is under the open license:…☆14Feb 23, 2024Updated 2 years ago
- Visualize linear programming at https://lpviz.net☆36Apr 4, 2026Updated last week
- Benchmark problems for decision-focused learning☆15Apr 3, 2026Updated last week
- ☆26Jan 8, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- This is the dataset for the paper entitled "Feature-Driven Economic Improvement for Network-Constrained Unit Commitment: A Closed-Loop Pr…☆35Jul 15, 2025Updated 8 months ago
- Convert CVXPY expressions to PyTorch expressions☆18Jul 8, 2025Updated 9 months ago
- Solving Optimal Power Flow with Convex Restriction☆22Mar 30, 2021Updated 5 years ago
- Implements vanilla PDHG algorithm☆10Mar 13, 2023Updated 3 years ago
- This repo contains data and code for Task-Aware Machine Unlearning with Application to Load Forecasting.☆12Mar 14, 2024Updated 2 years ago
- Privacy-preserving optimal power flow problem for distribution grids☆14Sep 3, 2022Updated 3 years ago
- Learning to optimize (L2O) package that provides basic functionalities to help fit proxy models for optimization.☆15Apr 1, 2025Updated last year
- Reduced-space optimization, for optimal power flow.☆21Mar 30, 2025Updated last year
- Tutorial on Benders decomposition and acceleration techniques☆16May 23, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A Julia package that efficiently creates representative datasets for machine learning approaches to AC optimal power flow☆53Jun 7, 2023Updated 2 years ago
- This repository is the the implementation of the JAIR paper: https://doi.org/10.1613/jair.1.15320. This repository provides the codebase …☆77Mar 11, 2025Updated last year
- This package generates power grid scenarios using GEMINI trained on historical grid asset actual and forecasted values.☆12Dec 8, 2025Updated 4 months ago
- First-order solver for quadratric programming on CPU and GPU.☆19Jun 6, 2024Updated last year
- ☆12Sep 15, 2021Updated 4 years ago
- ☆13Apr 29, 2021Updated 4 years ago
- Learning-to-Optimize for Mixed-Integer Non-Linear Programming☆63Mar 10, 2026Updated last month
- FSNet: Feasibility-Seeking Neural Network for Constrained Optimization with Guarantees☆45Sep 18, 2025Updated 6 months ago
- High-level Python Particle Sequential Convex Programming Model Predictive Control (SCP PMPC) interface☆17Oct 30, 2023Updated 2 years ago
- 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.
- This repository contains a JAX implementation of Πnet, an output layer for neural networks that ensures the satisfaction of specified con…☆59Mar 31, 2026Updated last week
- This repository stores the main codes for the DeepOPF projects.☆28Nov 10, 2023Updated 2 years ago
- RL2Grid is a standardized benchmark for reinforcement learning (RL) agents in realistic power grid environments. Built on top of Grid2Op,…☆44Jan 5, 2026Updated 3 months ago
- 🌊 D-Wave Quantum Annealing Interface for JuMP☆13Apr 4, 2026Updated last week
- ☆53Mar 25, 2026Updated 2 weeks ago
- ☆36Feb 8, 2026Updated 2 months ago
- SEAGE (Search Agents) is a hyper-heuristic framework for metaheuristic collaboration.☆11Oct 14, 2023Updated 2 years ago
- Energinets Model Testbench. Automate gridcompliance studies in PSCAD and Powerfactory.☆57Apr 1, 2026Updated last week
- This repository contains the code for paper Li, Ran, et al. "Decision-oriented learning for future power system decision-making under unc…☆28Apr 13, 2025Updated 11 months ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆11Apr 20, 2020Updated 5 years ago
- Using Alternating Direction Method of Multipliers to solve AC Optimal Power Flow Problem☆86Jan 15, 2018Updated 8 years ago
- Official implementation of "Conformal prediction for multi-dimensional time series by ellipsoidal sets" (ICML 2024 spotlight)☆21Jul 16, 2024Updated last year
- ☆20Jun 11, 2025Updated 10 months ago
- Mathematical Modeling for Optimization and Machine Learning☆156Oct 2, 2025Updated 6 months ago
- ☆16Mar 25, 2026Updated 2 weeks ago
- Implementation of "Interior Point Solving for LP-based prediction+optimisation" paper in Neurips 2020.☆20May 16, 2024Updated last year