Deep Learning Algorithm Implementations 1.0.0
C++ implementations of fundamental deep learning algorithms
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data_loader.hpp File Reference

Data loading and preprocessing utilities for deep learning. More...

#include <memory>
#include <string>
#include <vector>
#include "matrix.hpp"
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Classes

class  dl::utils::Dataset< T >
 
class  dl::utils::DataLoader< T >
 
class  dl::utils::CSVLoader
 
class  dl::utils::ImageLoader
 
class  dl::utils::Preprocessor
 

Namespaces

namespace  dl
 
namespace  dl::utils
 

Typedefs

using dl::utils::MatrixD = ::utils::Matrix< double >
 

Detailed Description

Data loading and preprocessing utilities for deep learning.

Author
Kalenitid
Version
1.0.0

This file provides comprehensive data handling capabilities including:

  • Dataset containers for training data
  • Batch processing and iteration
  • CSV and image data loading
  • Data preprocessing and augmentation utilities

Definition in file data_loader.hpp.