Utility functions for FlexNN neural network library. More...

#include <Eigen/Dense>
#include <string>
#include <vector>

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Namespaces
namespace	FlexNN
	Namespace for the FlexNN neural network library.

Functions
Eigen::MatrixXd	FlexNN::oneHotEncode (const Eigen::VectorXd &Y, int num_classes)
	One-hot encodes a vector of class labels.

void	FlexNN::readCSV_XY (const std::string &filename, Eigen::MatrixXd &X, Eigen::VectorXd &Y)
	Reads a CSV file and splits it into features (X) and labels (Y).

std::vector< std::pair< Eigen::MatrixXd, Eigen::VectorXd > >	FlexNN::splitXY (const Eigen::MatrixXd &X, const Eigen::VectorXd &Y, const std::vector< double > &proportions)
	Splits the dataset into multiple sets based on specified proportions.

Detailed Description

Utility functions for FlexNN neural network library.

This file contains utility functions for one-hot encoding, reading CSV files, and splitting datasets into training, validation, and test sets.

Will add more utility functions as needed.

Namespaces