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Kieran Hobden's Projects

2nd-year-physics-projects icon 2nd-year-physics-projects

An assortment of computational physics projects including Monte Carlo integration, FFT, Fresnel diffraction, driven oscillators and more.

google-challenges icon google-challenges

My completed solutions to challenges given to me by Google. To preserve the integrity of the challenge, I have not detailed the problems and my solutions have, in places, been shortened to reflect this.

helicopter-game icon helicopter-game

Helicopter game in C++ with gameplay similar to the popular android game : "Flappy Bird".

heston icon heston

Option pricing function for the Heston model based on the implementation by Christian Kahl, Peter Jäckel and Roger Lord. Includes Black-Scholes-Merton option pricing and implied volatility estimation. No Financial Toolbox required.

ising-model icon ising-model

Computational Physics project at Cambridge Uni to model electron spins in metals. Electrons are placed on a torus and tests run to allow comparison to mean field theories and observable tests.

k-means-clustering icon k-means-clustering

First machine learning task. K-Means Clustering finds optimum clusters through iterations that break when the optimum solution is found

latex icon latex

Contains formatting files for producing professional documents

masters-project icon masters-project

Mathematical Modelling MSc project at UCL looking for a rough friction coefficient from fluid flow over a fractal

mazesolving icon mazesolving

A variety of algorithms to solve mazes from an input image

pokemon-classifier icon pokemon-classifier

Deep learning code that allows pictures of Pokemon toys/ costumes to be classified with very high accuracy. VGGNet technique is based off the included paper and the code is largely from PyImageSearch, edited by myself in an effort to learn more about visual image searching.

quant-trading icon quant-trading

Python quantitative trading strategies including Pattern Recognition, CTA, Monte Carlo, Options Straddle, London Breakout, Heikin-Ashi, Pair Trading, RSI, Bollinger Bands, Parabolic SAR, Dual Thrust, Awesome, MACD

sign-language-ann icon sign-language-ann

Humans can easily recognise a number from a corresponding amount of fingers being held up. This project shows a computer, using an Artificial Neural Network, can do the same.

sorting-algorithms icon sorting-algorithms

Sorting algorithms in Python for use when sorted() doesn't work e.g. sorting dates

stochastic-physics icon stochastic-physics

A collection of projects from my Mathematical Modelling MSc at UCL using methods in Stochastic Physics

task-manager icon task-manager

2hr coding project. Allows tasks to be created, edited, shuffled in different ways and deleted.

ucl-weekly-exercises icon ucl-weekly-exercises

In undertaking a Mathematical Modelling Master's at UCL, I was required to complete weekly computational exercises in MatLab focussing primarily on numerical solutions to non-linear ODEs and PDEs

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