Model Interface

The Model Interface provides functionality for implementing machine learning models.

Overview

The ModelTemplate class provides:

Model architecture definition
Forward pass implementation
Loss function definition
Integration with training framework

Core ModelTemplate Class

File Location

Cython Implementation: src/AnalysisG/core/model_template.pyx
Cython Header: src/AnalysisG/core/model_template.pxd

Methods to Override

forward(): Model forward pass.

loss(): Loss function computation.

predict(): Generate predictions.

See Also

../core/model_template: Core ModelTemplate implementation
../models/overview: Concrete model implementations