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...
Posts by Category
in-raw-numpy
kaggle
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.
Facebook Recruiting IV
The ‘Facebook Recruiting IV: Human or bot?’ competition just ended on Kaggle. For those unfamiliar with the competition, participants downloaded a table of a...
neural-networks
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.
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...
Detecting Music BPM using Neural Networks - Update
This post is a brief update to my previous post about using a neural network to detect the beats per minute (BPM) in short sections of audio.
Detecting Music BPM using Neural Networks
I have always wondered whether it would be possible to detect the tempo (or beats per minute, or BPM) of a piece of music using a neural network-based approa...
tensorflow
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...