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bluetooth-wrench-mask

Make your own Watch Dogs 2 phone controlled Wrench mask with this tutorial

cancer-evolution

Estimates the clonal population structure in a tumour sample given a cell mutation matrix

clustering-and-tda-of-scrna-seq-data

Final year project experimenting with clustering and topological data analysis of scRNA-seq data using Python and R across two Jupyter notebooks

computational-intelligence-genetic-algorithm

A computational intelligence project to solve a multi-objective optimisation problem using the elitist non-dominated sorting genetic algorithm (NSGA-II)

computational-intelligence-neural-network

A computational intelligence project to train a feed-forward multi-layer perceptron network with a genetic algorithm to approximate a function

genome-sequence-analysis-hmm

HMM for annotating coding regions of DNA in S. cerevisiae chromosome III

genomic-metastatic-patterns

gillespie-mrna-simulator

An mRNA reaction scheme simulator using the Doob-Gillespie algorithm in R

hopfield-network

Hopfield network for pattern recognition trained with either the Hebbian or Storkey learning rule

joes-pyramid

Solving Joe's pyramid puzzle using R

magic-19

An R script to solve the magic 19 puzzle via simulated annealing

movie-genre-predictor

Natural language processing (NLP) group project to create a multi-label classifier for predicting genre(s) given an IMDb movie description

perceptron

Python implementation of a perceptron trained to solve the sum sign problem and determine the parity of inputs

phylogenetic-tree-inference

Inferring likelihood and mutation rate of an evolutionary tree through the Jukes-Cantor model and Felsenstein’s algorithm

r-clustering-algorithms

A project experimenting with implementing clustering algorithms in R

semi-supervised-ecg-classifier

Undergraduate group project in which we built an ECG classifier using a TCN-CNN with 97% accuracy

sinhala-optical-character-recognition

An AI project in which I created a basic optical character recognition system to convert images of printed Sinhalese characters into text using a KNN classifier

stick-figure-obstacle-course

Obstacle course solver using a genetic algorithm

tommakesthings

Profile README

tommakesthings.github.io

My GitHub pages portfolio

vigenere-cracker

Java code to crack words encrypted using the same key by a Vigenère cipher

wright-fisher-simulator

Simulator for the Wright-Fisher model of genetic drift for haploid and diploid populations