Real-time visualisation of simulated lidar point-clouds with Mayavi and CARLA
Using the CARLA autonomous driving simulator to generate lidar point clouds which are then visualised in real-time using Mayavi.
Forecasting sales with Gaussian Processes and Autoregressive models
Problem definition Sales forecasting is a very common problem faced by many companies. Given a history of sales of a certain product we would like to predict the demand of that product for a time window in the future.
Bayesian Linear Regression
Despite the popularity of standard linear regression, its bayesian counterpart is not as well-known. In this tutorial we explore its benefits and learn how to build it from scratch in Python with NumPy.
Deploying JupyterHub with Docker and CUDA support
A brief summary of my experience deploying JupyterHub at our lab.
