Finding the Alpha - Predicting Currency Prices
I look at identifying any patterns in the Forex market and attempt to find a model that can predict returns on any given currency.
Explain This?! - Model Interperability Techniques
Exploring various ways to understand why our black-box machine learning models make the decisions they do.
Tom Ford or Uniqlo? - Image Classification in Fashion
In this post, I explore some fundamental problems when working with images and explore the theory behind Haar Cascade classification.
Automating EDA - Better Summaries from Pandas
A brief introduction into using the pandas-profiling package to understand datasets quicker.
Picasso Me - Neural Style Transfer
Here I look into the theory of how convolutional neural networks are able to copy artistic styling onto ordinary images.
Creating a Character - Adversarial Generative Networks
In His Shoes - Predictive Text
What Makes Viral Content - Semi-supervised Viral Content
News x Reddit - NLP on Social Data