diwa.h File Reference

This file contains the declaration of the Diwa class, a lightweight Feedforward Artificial Neural Network (ANN) library tailored mainly for microcontrollers. More...

#include <diwa_activations.h>
#include <stdint.h>

Go to the source code of this file.

Classes
class	Diwa
	Lightweight Feedforward Artificial Neural Network (ANN) library tailored for microcontrollers. More...

Enumerations
enum	DiwaError {   NO_ERROR , INVALID_PARAM_VALUES , MODEL_READ_ERROR , MODEL_SAVE_ERROR ,   INVALID_MAGIC_NUMBER , STREAM_NOT_OPEN , MALLOC_FAILED }
	Enumeration representing various error codes that may occur during the operation of the Diwa library. More...

Detailed Description

This file contains the declaration of the Diwa class, a lightweight Feedforward Artificial Neural Network (ANN) library tailored mainly for microcontrollers.

Author

Nathanne Isip

The Diwa class allows users to initialize, train, and perform inference with neural networks, as well as save and load trained models from files. It supports both Arduino and non-Arduino environments, enabling seamless integration into various projects.

Note

This library is primarily intended for lightweight applications. For more complex tasks requiring advanced machine learning capabilities, consider using more powerful platforms and libraries.

Enumeration Type Documentation

DiwaError

enum DiwaError

Enumeration representing various error codes that may occur during the operation of the Diwa library.

Enumerator
NO_ERROR	No error
INVALID_PARAM_VALUES	Invalid parameter values
MODEL_READ_ERROR	Error reading model
MODEL_SAVE_ERROR	Error saving model
INVALID_MAGIC_NUMBER	Invalid magic number
STREAM_NOT_OPEN	Stream not open
MALLOC_FAILED	Memory allocation failed