Ilya Jackson's repositories
metainventory
This repository contains source code and datasets used in the PhD thesis "Neuroevolutionary approach to metamodeling and optimization of inventory control systems"
autologistics
Domain-specific AutoML framework for logistics and supply chain management
beverage_scheduler
beverage scheduler
Markov-Modulated-Linear-Regression
The developed scripts can be applied to analyse statistical properties of MMLR model’s estimator based on simulated data. The examples below consider the influence of the sample parameters (e.g., sample size and distribution of the initial data), as well the influence of estimation method details (e.g., different weight matrices in OLS) on the consistency of model estimates.
genetic-painter
The script painter.py utilizes DEAP library (https://github.com/DEAP/deap) to recreate a target picture (pic.jpg/pic.png) uploaded by a user via genetic algorithm.
neural_prophet
NeuralProphet: A simple forecasting package