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update README after preparing release and publication on Zenodo.
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AlrauneZ committed Jun 15, 2024
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[![DOI](https://zenodo.org/badge/302602074.svg)](https://zenodo.org/doi/10.5281/zenodo.4134626)

# PSD Analysis using Machine Learning to identify hydraulic conductivity

This repository provides routines to perform particle size distribution (PSD) analysis, particularly workflows to estimate hydraulic conductivity with six Machine Learning (ML) algorithms:
This repository accompanies the manuscript "Predicting Saturated Hydraulic Conductivity from Particle Size Distributions using Machine Learning" (submitted/under revision).

The repository provides routines to perform particle size distribution (PSD) analysis, particularly workflows to estimate hydraulic conductivity with six Machine Learning (ML) algorithms:
- Decision Tree (DT)
- Random Forest (RF)
- XGBoost (XG)
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