Abdelrahman Ayad's repositories
MiCM-StatsPython-F21
MiCM Statistics with Python Workshop - Fall 2021
3bus_LMPs
An illustration of how transmission congestion creates negative LMPs.
abdelrahman-ayad.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
alpha_vantage
A python wrapper for Alpha Vantage API for financial data.
d2l-en
Interactive deep learning book with code, math, and discussions. Available in multi-frameworks. Adopted at 140 universities.
dgen
The Distributed Generation Market Demand (dGen) model simulates customer adoption of distributed energy resources (DERs) for residential, commercial, and industrial entities in the United States and other countries.
Egret
Tools for building power systems optimization problems
GenX
GenX: a configurable power system capacity expansion model for studying low-carbon energy futures. More details at : https://genx.mit.edu
IEEE-Hands-On-RL-using-Python
In this workshop, we explore the basics of reinforcement learning using OpenAI gym, and google Colab.
market-toolkit
A collection of stock market resources and tools
MiCM-introML-W21
Machine Learning introduction workshop
Model-Predictive-Control-Implementation-in-Python-1
Here, we post the codes that implement the Model Predictive Controller (MPC) for linear systems.
pglib-uc
Benchmarks for the Unit Commitment Problem
Phyiscs-Guided-NN-PFsolver
This repository holds the code and data for "Physics-Guided Deep Neural Networks for Power Flow Analysis"
scipy_con_2019
Tutorial Sessions for SciPy Con 2019
StochasticUnitCommitment
Solve the stochastic version of the Unit Commitment, a typical optimisation problem in power systems
TSO-DSO_coordination
Online appendix for the paper submitted to power systems and the matlab code