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Michael Rabayda IV's Projects

brandownership icon brandownership

A website that uses @cancelthisclothingstore's Food Ownership, Fitness Product Ownership, and Personal Care Product Ownership's tables

carprices icon carprices

Predicting the price of used cars based on their features

haverfordspraychart icon haverfordspraychart

Reading game log data from the NCAA stats website into player data utilizing spaCy library

hw00 icon hw00

Program that finds the number of syllables of a word, determines if two words rhyme with each other, and detects limericks using nltk and cmu dictionary

lacol_finalproject icon lacol_finalproject

Rstudio project on Berlin Airbnb listings taked with the question, β€œCan we predict the rating for a listing based on the location, price, or popularity, and what neighborhoods have the greatest influence on those ratings?”

language-modeling icon language-modeling

implementing statistical methods for training a language model. We will be using a bi-gram model, which means we are computing the probability of a sentence. We will train the LM on 57,340 sentences from the Brown corpus.

obituary-tf-idf icon obituary-tf-idf

Implementing tf-idf to represent documents using tf-idf values. We will then use an existing of SVD to project the document term matrix to 2 dimensions. Here, we will be analyzing obituaries.

pitching-videos icon pitching-videos

A webapp to display most of my pitching videos, at least the ones that have tagged metadata.

sgd icon sgd

Implementing Stochastic Gradient Descent on Hockey and Baseball Data

swing icon swing

Entry in Kaggle competition for predicting if a given pitch is swung at by a batter.

topic-modeling-lda icon topic-modeling-lda

We will be implementing part of gibbs sampling to train a LDA model and applying LDA to a corpus of Wikipedia documents.

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