sml_ann.h

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/*
 * This file is part of the Soletta Project
 *
 * Copyright (C) 2015 Intel Corporation. All rights reserved.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *     http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */

#pragma once
#include <sml.h>

#ifdef __cplusplus
extern "C" {
#endif

enum sml_ann_training_algorithm {
    SML_ANN_TRAINING_ALGORITHM_QUICKPROP,     
    SML_ANN_TRAINING_ALGORITHM_RPROP     
};     
enum sml_ann_activation_function {
    SML_ANN_ACTIVATION_FUNCTION_SIGMOID,     
    SML_ANN_ACTIVATION_FUNCTION_SIGMOID_SYMMETRIC,     
    SML_ANN_ACTIVATION_FUNCTION_GAUSSIAN,     
    SML_ANN_ACTIVATION_FUNCTION_GAUSSIAN_SYMMETRIC,     
    SML_ANN_ACTIVATION_FUNCTION_ELLIOT,     
    SML_ANN_ACTIVATION_FUNCTION_ELLIOT_SYMMETRIC,     
    SML_ANN_ACTIVATION_FUNCTION_COS,      
    SML_ANN_ACTIVATION_FUNCTION_COS_SYMMETRIC,     
    SML_ANN_ACTIVATION_FUNCTION_SIN,     
    SML_ANN_ACTIVATION_FUNCTION_SIN_SYMMETRIC     
};     
struct sml_object *sml_ann_new(void);

bool sml_is_ann(struct sml_object *sml);

bool sml_ann_supported(void);

bool sml_ann_set_training_algorithm(struct sml_object *sml, enum sml_ann_training_algorithm algorithm);

bool sml_ann_set_activation_function_candidates(struct sml_object *sml, enum sml_ann_activation_function *functions, unsigned int size);


bool sml_ann_set_max_neurons(struct sml_object *sml, unsigned int max_neurons);

bool sml_ann_set_candidate_groups(struct sml_object *sml, unsigned int candidate_groups);

bool sml_ann_set_training_epochs(struct sml_object *sml, unsigned int training_epochs);

bool sml_ann_set_desired_error(struct sml_object *sml, float desired_error);

bool sml_ann_set_cache_max_size(struct sml_object *sml, unsigned int max_size);

bool sml_ann_set_initial_required_observations(struct sml_object *sml, unsigned int required_observations);

bool sml_ann_use_pseudorehearsal_strategy(struct sml_object *sml, bool use_pseudorehearsal);
#ifdef __cplusplus
}
#endif