Skip to content

University of St Andrews School of Biology Senior Honours Project

Notifications You must be signed in to change notification settings

jewh/BL4201-SH-Project

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

49 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

'Biological Factors Impacting Search Space Topology in Bayesian Network Learning'

University of St Andrews School of Biology Senior Honours Project

Python code for generating various metrics and plot can be see above.


'Network_Generator.py' creates simulated data

'get_surface.py' reads static and dynamic banjo output files and calculates rho for each search, and plots search statistics

'3d.py' generates the search space topology diagram seen in the report

'settings_generator.py' reads a banjo settings templates and generates banjo settings for all files in its directory

'dynamicsettingsgenerator.py' does the same but includes all observations files in its directory in a settings file

'q3_discretiser.py' discretises data into q3 states then calculates the metric d for the dataset

'Milns_discretiser.py' discretises data into Milns states

'silence_data.py' obtains data for half network subgraphs from a data file for a bipartite graph

'data_processor.py' analyses RIS data and extracts the desired location and species data.


About

University of St Andrews School of Biology Senior Honours Project

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages