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Nathan Shuster's Projects

baconzr icon baconzr

Code for an basic, but functional forum that I made for my high school programming teammates back in 2014. Backend is GAE w/memcache and templates are handled by jinja2. Includes code for users, posts, comments on posts, basic security (salted and hashed password storage), and (basic) version control for the team code.

customersegments icon customersegments

Project that uses unsupervised learning techniques to classify and gain insight into a wholesale retailer’s customers.

dsa-18 icon dsa-18

The official repository for Olin's Data Structures and Algorithms class

exercisesinc icon exercisesinc

Exercises for people learning the C programming language

gridcitysmartcab icon gridcitysmartcab

Self-driving agent trained using reinforcement learning (Q-learning algorithm) in simplified grid city world. Made with PyGame.

hungryhungryshields icon hungryhungryshields

This bad boy is a 'snake' clone developed in PyGame, but I swapped out the head for a picture of my high school science teacher and the sound for bacon (the name of our high school science club). Hope someone gets a kick out of this.

hw3-tsp icon hw3-tsp

2-approximation implementation for the metric TSP problem

modsimp3 icon modsimp3

Lauren and Nathan's plan to take Olin to Mars

modsimpy icon modsimpy

Text and supporting code for Modeling and Simulation in Python

parlai icon parlai

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

path-planning icon path-planning

C++ path planning algorithm that uses blended input to make a virtual car change lanes, accelerate, and decelerate in a simulated highway environment.

qeagauntlet icon qeagauntlet

Algorithm to pilot Neato through labyrinth for Quantitative Engineering Analysis class

semanticfcn icon semanticfcn

Trained an FCN built off of a tuned VGG16 model. Optimized with adam. Achieved a final testing loss of <0.05.

simmc icon simmc

With the aim of building next generation virtual assistants that can handle multimodal inputs and perform multimodal actions, we introduce two new datasets (both in the virtual shopping domain), the annotation schema, the core technical tasks, and the baseline models. The code for the baselines and the datasets will be opensourced.

softsys---terms4teams icon softsys---terms4teams

Software Systems - Olin College of Engineering - Spring 2019. Project 2 - Network connected collaborative terminals

studentintervention icon studentintervention

Supervised Classification project that uses a SVM on a train-test split of student data to identify struggling students in need of an educational intervention. Tuned with GridSearchCV. Other supervised classifiers that were tested were GaussianNB and Decision Trees.

voicechanger icon voicechanger

iOS app I made in junior year of HS. Record your voice on one screen, and hear it played back through a filter of your choice on the next! Simple but fun.

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