aaahmed
System's Engineer for both digital and physical systems. Interests: Prescriptive Analytics.
Enter Cloud ScienceCairo, Egypt
Pinned Repositories
-Optimization_of_Nutrient_Composition_in_Food_Products__A_Synergistic_Approach-using-Optimization
This Jupyter Notebook contains an implementation of Genetic Algorithm, Fuzzy Logic Systems and Particle Swarm Optimization. The project focuses on optimizing the total nutrient value of a food product by considering the realistic aspects in the domain
100-Days-Of-ML-Code
A day to day plan for this challenge. Covers both theoritical and practical aspects
100-Days-Of-ML-Code-1
100 Days of ML Coding
100DaysOfCode
PyBites #100DaysOfCode
Genetic-algorithm-optimization-of-supply-chain-managment
Genetic algorithm optimization of supply chain managment
intro-to-optimization
Introduction to Linear/ Mixed Integer Optimization Using PuLP, Numpy and Pandas
Multi-objective-COBYLA-optimization-for-supply-chain-mangment
it involves the implementation of pareto forntier for 3 objectives in the supply chain optimization
Platypus
A Free and Open Source Python Library for Multiobjective Optimization
pmlab-full
Process Mining scripting environment
toqito
|toqito> (Theory of Quantum Information Toolkit) in Python :snake:
aaahmed's Repositories
aaahmed/Multi-objective-COBYLA-optimization-for-supply-chain-mangment
it involves the implementation of pareto forntier for 3 objectives in the supply chain optimization
aaahmed/Platypus
A Free and Open Source Python Library for Multiobjective Optimization
aaahmed/toqito
|toqito> (Theory of Quantum Information Toolkit) in Python :snake:
aaahmed/-Optimization_of_Nutrient_Composition_in_Food_Products__A_Synergistic_Approach-using-Optimization
This Jupyter Notebook contains an implementation of Genetic Algorithm, Fuzzy Logic Systems and Particle Swarm Optimization. The project focuses on optimizing the total nutrient value of a food product by considering the realistic aspects in the domain
aaahmed/100-Days-Of-ML-Code
A day to day plan for this challenge. Covers both theoritical and practical aspects
aaahmed/100-Days-Of-ML-Code-1
100 Days of ML Coding
aaahmed/100DaysOfCode
PyBites #100DaysOfCode
aaahmed/2021-SO-BCO
aaahmed/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
aaahmed/Analixa
Data Science School
aaahmed/djangoapp
The polls app from the official Django tutorial, that demonstrates how to build data-driven Python apps in Azure App Service.
aaahmed/erpnext
Free and Open Source Alternative to SAP
aaahmed/EvoloPy
aaahmed/FJSP-Shutdown
Compromising productivity in exchange for energy-saving does not appeal to highly capitalized manufacturing industries. However, we might be able to maintain the same productivity while significantly reducing the energy-consumption. This paper addresses a flexible job shop scheduling problem with a shutdown (on/off) strategy aiming to minimize makespan plus total energy consumption. First, an existing mixed integer linear programming model in the literature is improved and an alternative model is proposed. Second, novel constraint programming and genetic algorithm are proposed. Third, practical operational scenarios are compared and managerial insight is derived. Finally, we provide benchmarking instances, CPLEX codes, and genetic algorithm codes, in order to promote related-research, thus expediting the adoption of energy-efficient scheduling in manufacturing facilities. The computational study demonstrates (1) the proposed models significantly outperform other benchmark models and (2) we can maintain maximum productivity while significantly reducing energy-consumption up to 20%.
aaahmed/GeneticAlgorithmPython
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
aaahmed/ibm-quantum-challenge-africa-2021
For IBM Quantum Challenge Africa 2021, 9 September (07:00 UTC) - 20 September (23:00 UTC).
aaahmed/IBM_QC_Africa_2021
A repository with solutions to IBM Quantum Challenge Africa 2021, and how to get started with Quantum computing with Python and Qiskit.
aaahmed/introduction-to-python-for-computational-science-and-engineering
Book: Introduction to Python for Computational Science and Engineering
aaahmed/odoo
Odoo. Open Source Apps To Grow Your Business.
aaahmed/operation-research-codes
it contains codes related to linear programming , assignment problem , transportation and game theory
aaahmed/Particle-_Swarm_Optimization-PSO-_for_Feature_Selection
PSO feature selection improves classifier performance. Implemented in Jupyter Notebook with pandas, numpy, scikit-learn. PSO done from scratch. Results compared using accuracy, precision, recall, F1 score. Improves results compared to using all features. Can be applied to various classification problems.
aaahmed/PSOMCS
A tool for calculating cMCS optimizing multiple reactions in a metabolic network using mixed integer linear programming (MILP) with particle swarm optimization.
aaahmed/python-docs-samples
Code samples used on cloud.google.com
aaahmed/qiskit-machine-learning
Quantum Machine Learning
aaahmed/qiskit-optimization
Quantum Optimization
aaahmed/rcgapy
Genetic Algorithm for integer constrained optimization and its applications
aaahmed/salabim
salabim - discrete event simulation in Python
aaahmed/shapash-
shapash library for customer churn - Doaa Mahmoud
aaahmed/Simulation_Salabim
Discrete Event Simulaiton using Salabim Python Library
aaahmed/TSP
Solve TSP problem with Genetic Algorithm, Simulated Annealing, Deep Reinforcement Learning, Linear Integer Programming, Classical heuristics(such as 2-Opt).