Discover @Jackil1993 Open Source projects

Ilya Jackson (@Jackil1993)

Jackil1993

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Global Rank 629,601 (Top 22 %)
Followers 12
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Registered about 6 years ago
Most used languages

Python
57.1 %

Jupyter Notebook
42.9 %
Location 🇱🇻 Latvia
Country Total Rank 470
Country Ranking

Jupyter Notebook
4

Python
71

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"

beverage_scheduler

beverage scheduler

autologistics

Domain-specific AutoML framework for logistics and supply chain management

Jupyter Notebook

RLSC

Reinforcement learning for supply chain management

Jupyter Notebook

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.