TAvant

CPE401-Project1

Online Social Network

CPE401-Project2

PlanetLab - Traceroute

CS491H-Project

Sentiment Analysis - Twitter

GaussianClassifier-ZipCodeDigits

Using a gaussian classifier to predict the digits of handwritten zip code images.

NeuralNetwork-ZipCodeData

Statistical methods used: principal component analysis, feed forward neural network with back propagation using gradient descent, and delta-bar-delta algorithm used to identify step size in gradient descent.

Perceptron-ZipCodeData

Using a Perceptron with sigmoidal unit to predict the digits of handwritten zip code images.

project-euler

RandomForest-ZipCodeData

statistical methods used: principal component analysis and random forest classifier

React

RidgeRegression-ProstateCancer

Using ridge regression to predict log(prostate specific antigen).

TAvant/CPE401-Project1

Online Social Network

TAvant/CPE401-Project2

PlanetLab - Traceroute

TAvant/CS491H-Project

Sentiment Analysis - Twitter

TAvant/GaussianClassifier-ZipCodeDigits

Using a gaussian classifier to predict the digits of handwritten zip code images.

TAvant/NeuralNetwork-ZipCodeData

Statistical methods used: principal component analysis, feed forward neural network with back propagation using gradient descent, and delta-bar-delta algorithm used to identify step size in gradient descent.

TAvant/Perceptron-ZipCodeData

Using a Perceptron with sigmoidal unit to predict the digits of handwritten zip code images.

TAvant/project-euler

TAvant/RandomForest-ZipCodeData

statistical methods used: principal component analysis and random forest classifier

TAvant/React

TAvant/RidgeRegression-ProstateCancer

Using ridge regression to predict log(prostate specific antigen).