Ian Conway's repositories
learning_to_rank
Some experiments with learning to rank algorithms and cost functions
tensorflow_bayes_opt
An example of Bayesian hyperparameter optimization using Tensorflow and GPyOpt
guitar_generator
Generate raw audio using a neural network trained on guitar recordings
kaggle-freesound-audio-tagging
This was a kaggle competition I worked on briefly in Jul 2018. I never ended up sumbitting anything, but I had a fun time processing large batches of audio and training on a GPU.
MusicReader
An open source tool for practicing sheet music reading
network_width_and_transfer_learning
Experiments on the relationship between hidden layer width and transfer learning inspired by 1909.11572
PygameScreensaver
A simple screensaver type visualization in PyGame