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Sonzie's Projects

markov icon markov

Auto text generator that emulates the style of an input text file (examples included) using the principles of the Markov Model. The TextGenerator class takes the inputs k, length and input where k is the Markov substring length or "k-gram", length is the length of the output string and input is the filename and path of the text file to be emulated. an example of calling the text generator is "java TextGenerator 3 1000 ./input_files/SWESB.txt".

ml-basketball icon ml-basketball

Using Machine Learning to predict the winner of NCAA Men's March Madness given statistics from previous games and seasons. Compares hand built Linear Perceptron and kNN algorithms to pre-made sklearn perceptron and kNN packages.

ml-digitrecognition icon ml-digitrecognition

Built from scratch SVM, Kernel Perceptron and Neural Network implemented to recognize handwritten digits from the mnist dataset. Includes jupyter notebook of code, mnist handwritten digit data and a PDF of the code & results.

wirelessnetwork icon wirelessnetwork

Wireless network monthly report generator project. the WirelessNetworkReader class reads formatted wireless network data from a csv and generates a report of the bandwidth and cost.

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