dmlfw_ml_configurations.h

Go to the documentation of this file.

#ifndef __DMLFW__ML_CONFIGURATIONS__
#define __DMLFW__ML_CONFIGURATIONS__
enum MLFW_GRADIENT_DESCENT_TYPE {
    MLFW_BATCH_GRADIENT_DESCENT,       
    MLFW_STOCHASTIC_GRADIENT_DESCENT,  
    MLFW_MINI_BATCH_GRADIENT_DESCENT   
};
 
 
typedef int (*dmlfw_gradient_descent_lin_reg_progress_callback_t)(
    uint64_t iteration_number,
    void *y,
    void *predicted_y,
    void *model,
    double regularization_parameter);
 
 
typedef void (*dmlfw_gradient_descent_lin_reg_data_provider_t)(
    void *x,
    void *y,
    uint64_t from_row_index,
    uint32_t how_many_rows);
 
 
typedef struct _dmlfw_gradient_descent_options dmlfw_gradient_descent_options;
 
 
dmlfw_gradient_descent_options * dmlfw_gradient_descent_options_create_new(void);
 
 
void dmlfw_gradient_descent_options_destroy(dmlfw_gradient_descent_options *gd_options);
 
 
void dmlfw_gradient_descent_options_set_learning_rate(dmlfw_gradient_descent_options *gd_options, double learning_rate);
 
 
double dmlfw_gradient_descent_options_get_learning_rate(dmlfw_gradient_descent_options *gd_options);
 
 
void dmlfw_gradient_descent_options_set_number_of_iterations(dmlfw_gradient_descent_options *gd_options, uint64_t number_of_iterations);
 
 
uint64_t dmlfw_gradient_descent_options_get_number_of_iterations(dmlfw_gradient_descent_options *gd_options);
 
 
void dmlfw_gradient_descent_options_set_gradient_descent_type(dmlfw_gradient_descent_options *gd_options, int gradient_descent_type);
 
 
int dmlfw_gradient_descent_options_get_gradient_descent_type(dmlfw_gradient_descent_options *gd_options);
 
 
void dmlfw_gradient_descent_options_set_progress_callback(dmlfw_gradient_descent_options *gd_options, dmlfw_gradient_descent_lin_reg_progress_callback_t progress_callback);
 
 
dmlfw_gradient_descent_lin_reg_progress_callback_t dmlfw_gradient_descent_options_get_progress_callback(dmlfw_gradient_descent_options *gd_options);
 
 
void dmlfw_gradient_descent_options_set_data_provider(dmlfw_gradient_descent_options *gd_options, dmlfw_gradient_descent_lin_reg_data_provider_t data_provider);
 
 
dmlfw_gradient_descent_lin_reg_data_provider_t dmlfw_gradient_descent_options_get_data_provider(dmlfw_gradient_descent_options *gd_options);
 
 
void dmlfw_gradient_descent_options_set_mini_batch_size(dmlfw_gradient_descent_options *gd_options, uint32_t mini_batch_size);
 
 
uint32_t dmlfw_gradient_descent_options_get_mini_batch_size(dmlfw_gradient_descent_options *gd_options);
 
#endif // __DMLFW__ML_CONFIGURATIONS__