Introduction

This is the documentation of the npfl138 package used on the Deep Learning course NPFL138.

The main class in the npfl138 package is the TrainableModule, which provides:

• high-level training, evaluation, and prediction API, including automatic device management;
• serialization and deserialization of weights (optionally including the optimizer) and configuration;
• automatic logging.

The TransformedDataset class allows applying both per-example and per-batch transformation functions on a given dataset, and simplifies the creation of a corresponding dataloader.

Furthermore, the package contains a large collection of datasets.

Finally, several utilities are provided.

The npfl138 version

__version__ = '2425.7.2'