Codebox Software

Learning to play Connect 4 with Deep Reinforcement Learning

Using machine learning to play Connect 4

Using a Neural Network to Detect Daleks

Using a convolutional neural network to detect Daleks in old Doctor Who episodes

Using a Neural Network to Classify Galaxies

A convolutional neural network for classifying images of galaxies

Reinforcement Learning Grid

Experiment with Reinforcement Learning using robots

Playing Blackjack with Machine Learning

Playing Blackjack with Reinforcement Learning

SARSA λ in Python

A Python implementation of the SARSA Lambda Reinforcement Learning algorithm

A Neural Network implemented in Python

A Python implementation of a Neural Network

Convolutional Neural Network Designer

A utility for designing Convolutional Neural Networks with Tensorflow

Image Augmentation for Machine Learning in Python

A Python script to perform image augmentation, useful for pre-processing machine learning image data sets

A Naive Bayesian Classifier in Python

A Python implementation of a Naive Bayesian Classifier

A Markov text generator

A Python implementation of a random text generator that uses a Markov Chain to create almost-realistic sentences.

Linear/Logistic Regression with Gradient Descent in Python

A Python library for performing Linear and Logistic Regression using Gradient Descent