Usage examples

We have prepared several examples to demonstrate Thetis’s capabilities and to help you get started with your own model data analysis. Depending on your use case, refer to the following examples:

Detection task example

Learn how to use Thetis to evaluate image-based object detection models. This example uses a Faster R-CNN model from Torchvision to detect cars and pedestrians: detection.ipynb

Classification task example

Learn how to evaluate and rate your classifier AI model with a binary classification example from scikit-learn: classification.ipynb

Regression task example

Learn how Thetis evaluates regression models. In this tutorial, we create a synthetic dataset and use a Bayesian Ridge Regression model provided by scikit-learn to predict a person’s net worth based on observable features: regression.ipynb