Module keras_api 

Keras-style model building API for QuantRS2-ML

This module provides a Keras-like interface for building quantum machine learning models, with both Sequential and Functional API patterns familiar to Keras users.

Modules

utils

Utility functions for building models

Structs

Activation

Activation layer

Dense

Dense (fully connected) layer

EarlyStopping

Early stopping callback

Input

Model input specification

LayerInfo

Layer information for summary

ModelSummary

Model summary information

QuantumDense

Quantum Dense layer

Sequential

Sequential model

TrainingHistory

Training history

Enums

ActivationFunction

Activation function types

DataType

Data types

InitializerType

Weight initializer types

LossFunction

Loss functions

MetricType

Metric types

OptimizerType

Optimizer types

QuantumAnsatzType

Quantum ansatz types

Traits

Callback

Callback trait for training

KerasLayer

Keras-style layer trait