iantheconway
Data scientist with a passion for music and security related things. Check out some of my projects.
San Francisco
Pinned Repositories
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.
learning_to_rank
Some experiments with learning to rank algorithms and cost functions
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
PlayMidi
Play MIDI from external devices using python
PygameScreensaver
A simple screensaver type visualization in PyGame
tensorflow_bayes_opt
An example of Bayesian hyperparameter optimization using Tensorflow and GPyOpt
iantheconway's Repositories
iantheconway/learning_to_rank
Some experiments with learning to rank algorithms and cost functions
iantheconway/tensorflow_bayes_opt
An example of Bayesian hyperparameter optimization using Tensorflow and GPyOpt
iantheconway/network_width_and_transfer_learning
Experiments on the relationship between hidden layer width and transfer learning inspired by 1909.11572
iantheconway/PlayMidi
Play MIDI from external devices using python
iantheconway/guitar_generator
Generate raw audio using a neural network trained on guitar recordings
iantheconway/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.
iantheconway/MusicReader
An open source tool for practicing sheet music reading
iantheconway/PygameScreensaver
A simple screensaver type visualization in PyGame