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.vscode
.vscode
 
 
_eigen-3.4.0
_eigen-3.4.0
 
 
cards
cards
 
 
Auto.csv
Auto.csv
 
 
Boston.csv
Boston.csv
 
 
CO2_cleaned_restructured.csv
CO2_cleaned_restructured.csv
 
 
Classification.nb.html
Classification.nb.html
 
 
Classification.pdf
Classification.pdf
 
 
Classification.rmd
Classification.rmd
 
 
LICENSE
LICENSE
 
 
ML Algorithms from Scratch.docx
ML Algorithms from Scratch.docx
 
 
ML_Algorithms_from_Scratch.pdf
ML_Algorithms_from_Scratch.pdf
 
 
Overview_of_ML.pdf
Overview_of_ML.pdf
 
 
README.md
README.md
 
 
Regression.nb.html
Regression.nb.html
 
 
Regression.pdf
Regression.pdf
 
 
Regression.rmd
Regression.rmd
 
 
dataExploration.cpp
dataExploration.cpp
 
 
dataExploration.docx
dataExploration.docx
 
 
dataExploration.pdf
dataExploration.pdf
 
 
ensemble_classification.Rmd
ensemble_classification.Rmd
 
 
ensemble_classification.nb.html
ensemble_classification.nb.html
 
 
ensemble_classification.pdf
ensemble_classification.pdf
 
 
image_classification.html
image_classification.html
 
 
image_classification.ipynb
image_classification.ipynb
 
 
image_classification.pdf
image_classification.pdf
 
 
kernel_classification.Rmd
kernel_classification.Rmd
 
 
kernel_classification.nb.html
kernel_classification.nb.html
 
 
kernel_classification.pdf
kernel_classification.pdf
 
 
kernel_ensemble.docx
kernel_ensemble.docx
 
 
kernel_ensemble.pdf
kernel_ensemble.pdf
 
 
kernel_regression.Rmd
kernel_regression.Rmd
 
 
kernel_regression.nb.html
kernel_regression.nb.html
 
 
kernel_regression.pdf
kernel_regression.pdf
 
 
logRegScratch.cpp
logRegScratch.cpp
 
 
logreg-scratch.rmd
logreg-scratch.rmd
 
 
ml_sklearn.html
ml_sklearn.html
 
 
ml_sklearn.ipynb
ml_sklearn.ipynb
 
 
ml_sklearn.pdf
ml_sklearn.pdf
 
 
naiveBayesScratch.Rmd
naiveBayesScratch.Rmd
 
 
naiveBayesScratch.cpp
naiveBayesScratch.cpp
 
 
smoking.csv
smoking.csv
 
 
titanic_project.csv
titanic_project.csv
 
 
val_stats.csv
val_stats.csv
 
 

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CS4375

Brandon Runyon

Projects in CS 4375

Getting Started

Portfolio Assignment: Getting Started

Data Exploration

Portfolio Assignment: Data Exploration

Portfolio Assignment: Data Exploration c++

Linear Models

Portfolio Assignment: Linear Models Regression

Portfolio Assignment: Linear Models Classification

ML Algorithms from Scratch

Uses eigen 3.4.0 cpp library

Portfolio Assignment: ML Algorithms from Scratch Logistic Regression

Portfolio Assignment: ML Algorithms from Scratch Naive Bayes

Portfolio Assignment: ML Algorithms from Scratch Document

Searching for Similarity

Portfolio Assignment: Searching for Similarity Repository

Kernel and Ensemble Methods

Portfolio Assigment: Kernel Regression

Portfolio Assigment: Kernel Classification

Portfolio Assigment: Ensemble Classification

Portfolio Assigment: Kernel and Ensemble Document

ML with sklearn

Portfolio Assignment: ML with sklearn

Image Classification

Portfolio Assignment: Image Classification

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Projects in CS 4375

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