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bio-jack Goto Github PK

followers: 1.0 following: 1.0 repos: 9.0 gists: 0.0

Name: Jack Brown

Type: User

Company: University of Liverpool

Bio: MSc Data Science & AI graduate at Uni of Liverpool. Interested in Python programming, data science, drug discovery, or any combination of the above!

Twitter: biojack_

Location: Liverpool, England

Jack Brown's Projects

genetic-algorithms-pso icon genetic-algorithms-pso

Practice using Python genetic algorithm/ particle swarm optimization libraries to train a simple multilayer perceptron.

k-armed-bandits icon k-armed-bandits

Simple reinforcement learning solution to the k-Armed bandit problem, written in Python.

k-means-k-medoids icon k-means-k-medoids

Implementation of k-Means and k-Medoids algorithms from scratch. Results and test data are included.

multilayerperceptron icon multilayerperceptron

Coding a multilayer perceptron from scratch, complete with backpropagation. Example training on a very simple sum problem included.

overtime-demo icon overtime-demo

Contains a Jupyter notebook demonstrating the capabilities of the centrality algorithms in Overtime.

pathfindpy icon pathfindpy

Being a principled programmer in solving a pathfinding problem on a 2D grid as part of a technical test.

trading-card-deck icon trading-card-deck

A basic OOP project in Python to create a model of a "trading card deck" and associated functions.

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