TensorFlow blog guest post on layerwise learning
This is an invited post on the TensorFlow blog about the paper “Layerwise learning for quantum neural networks”, which was joint work the Google AI Quantum team that we released...
A quick introduction to TensorFlow
TensorFlow has become one of the most widely used tools for training deep neural networks, especially with Keras on top which makes it very easy to use. Though if you...
A computer scientists' guide to qubits
This is a light introduction to quantum computing and qubits geared towards computer scientists with no background in quantum physics, starting with the very basics: a mathematic view on qubits....
Basics of XGBoost in Python
I have spent the past week porting and automating a model training script from R to Python. The R script relied heavily on Extreme Gradient Boosting, so I had an...
Setting up my GoPiGo
I have been thinking about buying or building some kind of robot for quite a while now to play with different machine learning algorithms in combination with a “body”. As...
Getting started with Kaggle
I joined Kaggle four years ago during the last few semesters of my Bachelor’s degree. During this time I had taken part in various different courses on machine learning, and...