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Thomas Durkin's Projects

anagrams icon anagrams

Java GUI game in which two players compete to make as many words as possible with the 6 given letters. Players connect using a peer-to-peer connection.

capstone-kaggle-competition icon capstone-kaggle-competition

Kaggle competition with the goal of creating the best NLP model to classify COVID-19 related tweets by country. Placed 10th out of 57 teams.

classification-of-cancer-discussion-posts icon classification-of-cancer-discussion-posts

A comparative study of deep learning models to correctly identify the cancer a patient has, as a means to creating a more streamlined process when making a post on the Cancer Survivors Network website.,

custom-feed-forward-network icon custom-feed-forward-network

A 3 layer multilayer perceptron created using Pytorch. Network was optimizing using Stochastic Gradient Descent in order to obtain the best accuracy when distinguishing between pictures of dogs and cats.

custom-lstm-network icon custom-lstm-network

An LSTM network built from scratch using PyTorch. Users can customize numerous arguments to fine tune the network including making the network bidirectional.

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