Worked Examples & Projects

Logistic Classification

Logistic Classification Example - A short example on logistic classification with basis functions, including notes on the topic.

Satellite Image Processing with Deep Learning

Satellite Image Processing with Deep Learning

In this notebook:

• Solve the EuroSAT-10 classification problem,
• to that end use Convolutional Neural Networks,
• decrease overfitting with dropout,
• decrease overfitting even further with data augmentation, and
• solve the problem with transfer learning.

Xarray

xarray Extract data and plot it from CMIP6.