Pinned Repositories
Age_Structure_Predictor
This project considers the prediction of the age structure/population pyramid of the United Kingdom based on ONS/UN data for birth rates, mortalities, and net migration values starting with initial an age structure based on ONS data for 1991. Birth rate and net migration data are predicted up to 2100 by the UN. Mortality rates per age group are predicted up to 2100 using the mortalityPredictor.py script.
Desire_Paths
This script simulates desire paths in a 2D domain using a biased A* algorithm, and pre-defined path and obstacle locations.
Genetic_Algorithm_TSP
A bespoke python genetic algorithm to solve the generalised 2D travelling salesman problem.
padj
Config files for my GitHub profile.
padj.github.io
Patient_Level_Disease_Model
Simple model of a fictitious disease.
R_cSTM_example
TBD
R_IBM_example
Example workings for individual-based modelling approaches in R
R_PSM_example
*Incomplete* Example partitioned survival model (PSM) in R for Nivolumab versus Ipilimumab in melanoma (with some stuff made up).
R_SEIR_Zombies
Example SEIR modelling approaches using zombie apocalypse as an example.
padj's Repositories
padj/Age_Structure_Predictor
This project considers the prediction of the age structure/population pyramid of the United Kingdom based on ONS/UN data for birth rates, mortalities, and net migration values starting with initial an age structure based on ONS data for 1991. Birth rate and net migration data are predicted up to 2100 by the UN. Mortality rates per age group are predicted up to 2100 using the mortalityPredictor.py script.
padj/Desire_Paths
This script simulates desire paths in a 2D domain using a biased A* algorithm, and pre-defined path and obstacle locations.
padj/Genetic_Algorithm_TSP
A bespoke python genetic algorithm to solve the generalised 2D travelling salesman problem.
padj/padj
Config files for my GitHub profile.
padj/padj.github.io
padj/Patient_Level_Disease_Model
Simple model of a fictitious disease.
padj/R_cSTM_example
TBD
padj/R_IBM_example
Example workings for individual-based modelling approaches in R
padj/R_PSM_example
*Incomplete* Example partitioned survival model (PSM) in R for Nivolumab versus Ipilimumab in melanoma (with some stuff made up).
padj/R_SEIR_Zombies
Example SEIR modelling approaches using zombie apocalypse as an example.
padj/strokePredictionML
Documenting ML approaches to predicting which patients suffer stroke, based on the Kaggle strokePrediction dataset available at: https://www.kaggle.com/fedesoriano/stroke-prediction-dataset