Abdelrahman Ayad's starred repositories
stochastic-optimization
Sequential Decision Problem Modeling Library @ Castle Lab, Princeton Univ.
handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
JuliaBenders
An implementation of Benders decomposition in Julia
gridstatus
Extract data from ISOs and other energy grid sources
machine-learning-for-trading
Code for Machine Learning for Algorithmic Trading, 2nd edition.
Quantitative-Analysis-of-Fundamentals-by-Machine-Learning
Quantitative analysis of fundamentals in quarterly reports by Machine Learning
finvizfinance
Finviz analysis python library.
ReLU_ANN_MILP
With this package, you can generate mixed-integer linear programming (MIP) models of trained artificial neural networks (ANNs) using the rectified linear unit (ReLU) activation function. At the moment, only TensorFlow sequential models are supported. Interfaces to either the Pyomo or Gurobi modeling environments are offered.
tutorial-grid-science
Julia Tutorial Materials for the Grid Science Tools
rosetta-opf
AC-OPF Implementations in Various NLP Modeling Frameworks
StochasticPowerModels.jl
An extension package of PowerModels.jl for Stochastic (Optimal) Power Flow
ECE6379_PSOM_AMPL_Sample_Codes
This repo provides 30 AMPL programs, including simple tutorial-level examples and codes for course-level DCOPF, SCUC and LMP examples that are used for the class ECE6379 Power System Operations and Modeling at University of Houston for 2021 Fall.
BilevelJuMP.jl
Bilevel optimization in JuMP
python-data-analysis-class
Get started with data analysis in Python
Efficient_Python_tricks_and_tools_for_data_scientists
Efficient Python Tricks and Tools for Data Scientists
From-0-to-Research-Scientist-resources-guide
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
Draw-io-ECE
Custom-made draw.io-shapes - in the form of an importable library - for drawing circuits and conceptual drawings in draw.io.
PowerModelsITD.jl
Integrated Transmission and Distribution Optimization
Datasci_Resources
Collection of Resources useful for Data Science projects