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alli3d's Projects

biocompproject icon biocompproject

Evolutionary algorithm to recreate images from scratch using a population of coloured polygons (coursework project)

covid_rnaseq icon covid_rnaseq

Next gen sequencing of SARS-CoV-2 RNA and comparison between two cell lines

decisiontreestitanic icon decisiontreestitanic

ML program with decision trees to decide if a passanger would survive the Titanic crash based on class, gender, age, and paid fare.

dog_frog_hog icon dog_frog_hog

ML classifier using computer vision to classify photos of dogs, frogs, and hogs.

gradientdescent icon gradientdescent

Visualiser tool for gradient descent. Manually calculates cost function (MSE).

knn_iris icon knn_iris

K Nearest Neighbours algorithm for iris dataset

mass_tuning_digits icon mass_tuning_digits

Mass ML model and parameter optimisation for the sklearn handwritten digits dataset

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