Abstract: Advances in ultrasonics, that have been translated to new techniques for ultrasound image acquisition and its post-processing, have been done not only by the use of hardware developments and ...

When it comes to data science, you have excellent tools at your disposal: pandas and polars for data exploration, skrub for stateful transformations, and scikit-learn for model training and evaluation ...

This allows to have ephemeral containers and to keep your notebooks (3), your config (2) and your additional packages (1). Eventually, you would need to update the image, in this case, your notebooks ...