Semi-Supervised Learning (and more): Kaggle Freesound Audio Tagging
An overview of semi-supervised learning and other techniques I applied to a recent Kaggle competition.
Recent Posts
Getting Champion Coordinates from the LoL Minimap using Deep Learning
Using a GAN and a ConvLSTM to go from minimap from to champion coordinates: This post was originally published on Medium.
In Raw Numpy: t-SNE
This is the first post in the In Raw Numpy series. This series is an attempt to provide readers (and myself) with an understanding of some of the most freque...
Using Tensorboard Embeddings Visualiser with Numpy Arrays
Tensorboard’s embeddings visualiser is great. You can use it to visualise and explore any set of high dimensional vectors (say, the activations of a hidden l...
Adversarial Neural Cryptography in Theano
Last week I read Abadi and Andersen’s recent paper [1], Learning to Protect Communications with Adversarial Neural Cryptography. I thought the idea seemed pr...