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henrymaguire's Projects

boston_housing icon boston_housing

The first project for the Machine Learning Nanodegree at Udacity. Using Decision Trees to investigate the relationships between model complexity, bias and variance in predicting the price of houses in Boston.

customer_segments icon customer_segments

Project 3 for the Machine Learning Nanodegree. Using clustering to find patterns in consumer purchasing habits.

dimer-code icon dimer-code

Code to study a thermally driven molecular dimer with phonons

finding_donors icon finding_donors

Using various supervised learning techniques to find the best potential donors for a fictional charity. Project 4 of MLND.

label-studio icon label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

machine-translator icon machine-translator

A pedagogical introduction to Neural Machine Translation. Translating French to English using Recurrent Neural Networks.

note-bank icon note-bank

This is a productivity app based on the pomodoro technique

photocurrent icon photocurrent

Code for calculating photocurrent through arbitrary quantum systems coupled with up to two phonon environments

pomni icon pomni

This is the Pomni web application, a productivity and note-taking app based on The Pomodoro Technique powered by Flask.

recurrent icon recurrent

Recurrent neural networks, under 100 lines of python code

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