Pinned Repositories
autologistics
Domain-specific AutoML framework for logistics and supply chain management
beverage_scheduler
beverage scheduler
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.
GPT3_SCM
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.
metainventory
This repository contains source code and datasets used in the PhD thesis "Neuroevolutionary approach to metamodeling and optimization of inventory control systems"
neural_prophet
NeuralProphet: A simple forecasting package
pumpy
This repository contains a script that was written in order to conduct a case-study reported in the paper "Unsupervised learning-based SKU segmentation"
RLSC
Reinforcement learning for supply chain management
Jackil1993's Repositories
Jackil1993/GPT3_SCM
Jackil1993/metainventory
This repository contains source code and datasets used in the PhD thesis "Neuroevolutionary approach to metamodeling and optimization of inventory control systems"
Jackil1993/pumpy
This repository contains a script that was written in order to conduct a case-study reported in the paper "Unsupervised learning-based SKU segmentation"
Jackil1993/RLSC
Reinforcement learning for supply chain management
Jackil1993/autologistics
Domain-specific AutoML framework for logistics and supply chain management
Jackil1993/beverage_scheduler
beverage scheduler
Jackil1993/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.
Jackil1993/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.
Jackil1993/neural_prophet
NeuralProphet: A simple forecasting package