Model Operations

The following model operation APIs are available:

• profile_model() - Profile a model for time and energy

• train_model() - Train a model

• evaluate_model() - Evaluate a trained model for accuracy

• update_model_parameters() - Update a model’s embedded parameters

• quantize_model() - Quantize (i.e. compress) a trained model

• view_model() - View a model in an interactive diagram

• summarize_model() - Generate text summary of a model

The source code for these APIs may be found on Github at https://github.com/siliconlabs/mltk/tree/master/mltk/core.