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brain-tumour-segmentation

A brain segmentation web app that automatically outlines brain tumours from MRI scans.

collision-simulation

Simulation of the effects of two elastic balls colliding. Created for an AP Physics C Project.

competitive-programming

Solutions to competitive programming problems, and implementations of important data structures and algorithms.

digit-recognition-logistic-regression

A machine learning algorithm that classifies images of digits, using both coordinate descent and gradient descent.

drrepair

Modifications of DrRepair, an NLP model that uses compiler messages to locate and correct errors in C/C++ programs. Final project for COS 484.

fourier-series-animation

An animation of the Fourier series of a step function using increasingly many terms. Created for an AP Physics C project.

henrytang1

hydrofoil

A linearizable replicated state machine combining leader-based and leaderless protocols for sustained throughput in complex scenarios.

image-compression

Using K-Means clustering to compress images.

multiclass-classification

A machine learning notebook that compares the effectiveness of one-vs-all and multi class cross entropy loss.

plucked-string-simulation

Simulation of a plucked string using wave equations and Fourier series.

soccer-predictions

soil-sampler

Autonomous soil sampler robot. Gathers soil at selected location, and outputs characteristics of the collected soil.

sql-injection-problem

writing-shakespeare

An n-gram model that uses original texts from Shakespeare to output sentences written in his style.