Hyperparameter Tuning
A guide to tuning convolutional neural network architectures with Optuna and KerasTuner
python
Darts, Checkouts and Recursion
Two methods for calculating the number of ways to checkout from a given score in darts
Visualising CNN Feature Maps
A brief guide to coding and training a basic CNN with the MNIST dataset, and plotting the feature maps.
Procedural Name Generation
A brief guide to generating random names with Markov chains.
SHPC: Complex Networks
A brief overview of some of the major graph models in the field of complex networks.