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Deidentified code-only excerpts from my masters thesis, using ML to improve tailored care for homeless patients

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Clinic Visit Days - Brief Days of the Week Analysis.ipynb
Clinic Visit Days - Brief Days of the Week Analysis.ipynb
 
 
Clustering Tests on Full Dataset, UMAP and ISO Features.ipynb
Clustering Tests on Full Dataset, UMAP and ISO Features.ipynb
 
 
HCH Patients Imputation and Dimension Reduction.ipynb
HCH Patients Imputation and Dimension Reduction.ipynb
 
 
Imagine the Situation - OP Visits & ED Visits Over Time.ipynb
Imagine the Situation - OP Visits & ED Visits Over Time.ipynb
 
 
Longitudinal & Aggregate Descriptive - Cluster Comparisons.ipynb
Longitudinal & Aggregate Descriptive - Cluster Comparisons.ipynb
 
 
Longitudinal Descriptive - Averages and Standard Deviations.ipynb
Longitudinal Descriptive - Averages and Standard Deviations.ipynb
 
 
Predict Spectral KNN Clusters - XGB UMAP 4 with Shapley Values.ipynb
Predict Spectral KNN Clusters - XGB UMAP 4 with Shapley Values.ipynb
 
 
Predict Spectral KNN Clusters - XGB UMAP with Shapley Values.ipynb
Predict Spectral KNN Clusters - XGB UMAP with Shapley Values.ipynb
 
 
Predict Spectral RBF Clusters - RF ISO.ipynb
Predict Spectral RBF Clusters - RF ISO.ipynb
 
 
README.md
README.md
 
 
Spectral Clustering - Original, ISO and UMAP Features using Eigengaps.ipynb
Spectral Clustering - Original, ISO and UMAP Features using Eigengaps.ipynb
 
 
Weather #1 Extreme Weather Identification.ipynb
Weather #1 Extreme Weather Identification.ipynb
 
 
Weather #2 Weather Reshaping and Initial SARIMA.ipynb
Weather #2 Weather Reshaping and Initial SARIMA.ipynb
 
 

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homeless-care

Just a few, deidentified, code-only (no data) excerpts from my masters thesis, using ML to improve tailored care for homeless patients

Reference: Rasku, Kyle Partridge, "Using Machine Learning Techniques on Real-World Data to Understand the Characteristics of the Manchester, NH Health Care for the Homeless Patient Population for Risk Factor Identification and Intervention Improvement" (2022). Master's Theses and Capstones. 1572. https://scholars.unh.edu/thesis/1572

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Deidentified code-only excerpts from my masters thesis, using ML to improve tailored care for homeless patients

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