Python scripts for CML Version 2
Download
View content
A collection of python scripts used to generate CML from csv (CSV_to_CML.py), apply machine learning (Gradient Boosting using decision trees, prediction_viscosity.py), model based on eq 6 in the associated publication, and to plot the generated data (plot*.py).
SEEK ID: https://fairdomhub.org/data_files/3041?version=2
Filename:
Python scripts for CML.zip
Format: Zip file
Size: 192 KB
Export PNG
Contributor and Creators
Views: 218 Downloads: 23
Created: 23rd Aug 2019 at 11:19
Last updated: 12th Sep 2019 at 10:26
Last used: 24th Feb 2020 at 02:22
AttributionsNone
Related items
https://orcid.org/0000-0001-9119-1778Well rounded biologist/biotechnologist/biochemist/enzymologist/bioinformatician/computational biologist.
Storage of thermophysical properties (e.g. density, viscosity, thermodynamic activity of water, conductivity) using Chemical Markup Language (CML).
Programme: This Project is not associated with a Programme
Public web page: Not specified
This is a collection of deep eutectic solvent (DES) experimental and simulation data that is stored in CML format and analysed using gradient boosting decision trees.
Snapshots: No snapshots
This is a collection of data involving choline chloride:glycerol:water mixtures stored in CML.
Person responsible: Gudrun Gygli
Snapshots: Snapshot 1, Snapshot 2
This is a collection of data that have been used to analyse data on deep eutectic solvent mixtures of choline chloride:glycerol:water.
