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Alfie Goatcher's Projects

hotel-menu-system icon hotel-menu-system

An applicaation allowing for the checking in, checking out and booking of tables with strong validation and a good looking UI for being an ASCII application.

neural-network-from-scratch-using-just-numpy icon neural-network-from-scratch-using-just-numpy

This was my first proper implementation of a Neural Network. It is very simple, but you can create a neural network model with however many layers you want with as many neurons as you want, you can choose batch size, number of epochs and save/load the model.

quiz-api icon quiz-api

Back-end of quiz app, for DevOps exploration

word2vec-skipgram icon word2vec-skipgram

I was curious about word2vec and threw this together tonight. It works pretty well. I trained it on "The Adventures of Sherlock Holmes by Arthur Conan Doyle" and get some decent results. It is not supposed to be amazing, just good enough to test my understanding of word2vec.

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