Jackil1993/autologistics

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Jackil1993/autologistics

Jackil1993

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Domain-specific AutoML framework for logistics and supply chain management

GPT3_SCM

Jupyter Notebook

metainventory

This repository contains source code and datasets used in the PhD thesis "Neuroevolutionary approach to metamodeling and optimization of inventory control systems"

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

Jupyter Notebook

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.