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Relintai 2023-01-24 18:57:18 +01:00
parent db79c6215b
commit 284355ac6a
38 changed files with 152 additions and 114 deletions
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7
mlpp/activation/activation.h
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@ -1,12 +1,13 @@
#ifndef MLPP_ACTIVATION_H
#define MLPP_ACTIVATION_H
//
// Activation.hpp
//
// Created by Marc Melikyan on 1/16/21.
//
#ifndef MLPP_ACTIVATION_H
#define MLPP_ACTIVATION_H
#include <vector>
namespace MLPP{

6
mlpp/ann/ann.h
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@ -1,12 +1,12 @@
#ifndef MLPP_ANN_H
#define MLPP_ANN_H
//
// ANN.hpp
//
// Created by Marc Melikyan on 11/4/20.
//
#ifndef MLPP_ANN_H
#define MLPP_ANN_H
#include "hidden_layer/hidden_layer.h"
#include "output_layer/output_layer.h"

7
mlpp/auto_encoder/auto_encoder.h
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@ -1,12 +1,13 @@
#ifndef MLPP_AUTO_ENCODER_H
#define MLPP_AUTO_ENCODER_H
//
// AutoEncoder.hpp
//
// Created by Marc Melikyan on 11/4/20.
//
#ifndef MLPP_AUTO_ENCODER_H
#define MLPP_AUTO_ENCODER_H
#include <vector>
#include <tuple>
#include <string>

7
mlpp/bernoulli_nb/bernoulli_nb.h
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@ -1,12 +1,13 @@
#ifndef MLPP_BERNOULLI_NB_H
#define MLPP_BERNOULLI_NB_H
//
// BernoulliNB.hpp
//
// Created by Marc Melikyan on 1/17/21.
//
#ifndef MLPP_BERNOULLI_NB_H
#define MLPP_BERNOULLI_NB_H
#include <vector>
#include <map>

7
mlpp/c_log_log_reg/c_log_log_reg.h
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@ -1,12 +1,13 @@
#ifndef MLPP_C_LOG_LOG_REG_H
#define MLPP_C_LOG_LOG_REG_H
//
// CLogLogReg.hpp
//
// Created by Marc Melikyan on 10/2/20.
//
#ifndef MLPP_C_LOG_LOG_REG_H
#define MLPP_C_LOG_LOG_REG_H
#include <vector>
#include <string>

6
mlpp/cost/cost.h
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@ -1,11 +1,13 @@
#ifndef MLPP_COST_H
#define MLPP_COST_H
//
// Cost.hpp
//
// Created by Marc Melikyan on 1/16/21.
//
#ifndef MLPP_COST_H
#define MLPP_COST_H
#include <vector>

6
mlpp/data/data.h
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@ -1,3 +1,7 @@
#ifndef MLPP_DATA_H
#define MLPP_DATA_H
//
// Data.hpp
// MLP
@ -5,8 +9,6 @@
// Created by Marc Melikyan on 11/4/20.
//
#ifndef MLPP_DATA_H
#define MLPP_DATA_H
#include <vector>
#include <tuple>

7
mlpp/dual_svc/dual_svc.h
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@ -1,3 +1,7 @@
#ifndef MLPP_DUAL_SVC_H
#define MLPP_DUAL_SVC_H
//
// DualSVC.hpp
//
@ -7,9 +11,6 @@
// http://ciml.info/dl/v0_99/ciml-v0_99-ch11.pdf
// Were excellent for the practical intution behind the dual formulation.
#ifndef MLPP_DUAL_SVC_H
#define MLPP_DUAL_SVC_H
#include <vector>
#include <string>

7
mlpp/exp_reg/exp_reg.h
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@ -1,12 +1,13 @@
#ifndef MLPP_EXP_REG_H
#define MLPP_EXP_REG_H
//
// ExpReg.hpp
//
// Created by Marc Melikyan on 10/2/20.
//
#ifndef MLPP_EXP_REG_H
#define MLPP_EXP_REG_H
#include <vector>
#include <string>

7
mlpp/gan/gan.h
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@ -1,12 +1,13 @@
#ifndef MLPP_GAN_hpp
#define MLPP_GAN_hpp
//
// GAN.hpp
//
// Created by Marc Melikyan on 11/4/20.
//
#ifndef MLPP_GAN_hpp
#define MLPP_GAN_hpp
#include "../hidden_layer/hidden_layer.h"
#include "../output_layer/output_layer.h"

7
mlpp/gauss_markov_checker/gauss_markov_checker.h
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@ -1,12 +1,13 @@
#ifndef MLPP_GAUSS_MARKOV_CHECKER_H
#define MLPP_GAUSS_MARKOV_CHECKER_H
//
// GaussMarkovChecker.hpp
//
// Created by Marc Melikyan on 11/13/20.
//
#ifndef MLPP_GAUSS_MARKOV_CHECKER_H
#define MLPP_GAUSS_MARKOV_CHECKER_H
#include <string>
#include <vector>

6
mlpp/gaussian_nb/gaussian_nb.h
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@ -1,11 +1,13 @@
#ifndef MLPP_GAUSSIAN_NB_H
#define MLPP_GAUSSIAN_NB_H
//
// GaussianNB.hpp
//
// Created by Marc Melikyan on 1/17/21.
//
#ifndef MLPP_GAUSSIAN_NB_H
#define MLPP_GAUSSIAN_NB_H
#include <vector>

7
mlpp/hidden_layer/hidden_layer.h
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@ -1,12 +1,13 @@
#ifndef MLPP_HIDDEN_LAYER_H
#define MLPP_HIDDEN_LAYER_H
//
// HiddenLayer.hpp
//
// Created by Marc Melikyan on 11/4/20.
//
#ifndef MLPP_HIDDEN_LAYER_H
#define MLPP_HIDDEN_LAYER_H
#include "../activation/activation.h"
#include <vector>

7
mlpp/hypothesis_testing/hypothesis_testing.h
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@ -1,12 +1,13 @@
#ifndef MLPP_HYPOTHESIS_TESTING_H
#define MLPP_HYPOTHESIS_TESTING_H
//
// HypothesisTesting.hpp
//
// Created by Marc Melikyan on 3/10/21.
//
#ifndef MLPP_HYPOTHESIS_TESTING_H
#define MLPP_HYPOTHESIS_TESTING_H
#include <vector>
#include <tuple>

6
mlpp/kmeans/kmeans.h
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@ -1,11 +1,13 @@
#ifndef MLPP_K_MEANS_H
#define MLPP_K_MEANS_H
//
// KMeans.hpp
//
// Created by Marc Melikyan on 10/2/20.
//
#ifndef MLPP_K_MEANS_H
#define MLPP_K_MEANS_H
#include <vector>
#include <string>

7
mlpp/knn/knn.h
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@ -1,12 +1,13 @@
#ifndef MLPP_KNN_H
#define MLPP_KNN_H
//
// kNN.hpp
//
// Created by Marc Melikyan on 10/2/20.
//
#ifndef MLPP_KNN_H
#define MLPP_KNN_H
#include <vector>
namespace MLPP{

7
mlpp/lin_alg/lin_alg.h
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@ -1,12 +1,13 @@
#ifndef MLPP_LIN_ALG_H
#define MLPP_LIN_ALG_H
//
// LinAlg.hpp
//
// Created by Marc Melikyan on 1/8/21.
//
#ifndef MLPP_LIN_ALG_H
#define MLPP_LIN_ALG_H
#include <vector>
#include <tuple>

6
mlpp/lin_reg/lin_reg.h
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@ -1,11 +1,13 @@
#ifndef MLPP_LIN_REG_H
#define MLPP_LIN_REG_H
//
// LinReg.hpp
//
// Created by Marc Melikyan on 10/2/20.
//
#ifndef MLPP_LIN_REG_H
#define MLPP_LIN_REG_H
#include <vector>
#include <string>

8
mlpp/log_reg/log_reg.h
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@ -1,13 +1,13 @@
#ifndef MLPP_LOG_REG_H
#define MLPP_LOG_REG_H
//
// LogReg.hpp
//
// Created by Marc Melikyan on 10/2/20.
//
#ifndef MLPP_LOG_REG_H
#define MLPP_LOG_REG_H
#include <vector>
#include <string>

7
mlpp/mann/mann.h
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@ -1,12 +1,13 @@
#ifndef MLPP_MANN_H
#define MLPP_MANN_H
//
// MANN.hpp
//
// Created by Marc Melikyan on 11/4/20.
//
#ifndef MLPP_MANN_H
#define MLPP_MANN_H
#include "../hidden_layer/hidden_layer.h"
#include "../multi_output_layer/multi_output_layer.h"

7
mlpp/mlp/mlp.h
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@ -1,12 +1,13 @@
#ifndef MLPP_MLP_H
#define MLPP_MLP_H
//
// MLP.hpp
//
// Created by Marc Melikyan on 11/4/20.
//
#ifndef MLPP_MLP_H
#define MLPP_MLP_H
#include <vector>
#include <map>
#include <string>

7
mlpp/multi_output_layer/multi_output_layer.h
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@ -1,12 +1,13 @@
#ifndef MLPP_MULTI_OUTPUT_LAYER_H
#define MLPP_MULTI_OUTPUT_LAYER_H
//
// MultiOutputLayer.hpp
//
// Created by Marc Melikyan on 11/4/20.
//
#ifndef MLPP_MULTI_OUTPUT_LAYER_H
#define MLPP_MULTI_OUTPUT_LAYER_H
#include "../activation/activation.h"
#include "../cost/cost.h"

7
mlpp/multinomial_nb/multinomial_nb.h
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@ -1,12 +1,13 @@
#ifndef MLPP_MULTINOMIAL_NB_H
#define MLPP_MULTINOMIAL_NB_H
//
// MultinomialNB.hpp
//
// Created by Marc Melikyan on 1/17/21.
//
#ifndef MLPP_MULTINOMIAL_NB_H
#define MLPP_MULTINOMIAL_NB_H
#include <vector>
#include <map>

7
mlpp/numerical_analysis/numerical_analysis.h
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@ -1,11 +1,12 @@
#ifndef MLPP_NUMERICAL_ANALYSIS_H
#define MLPP_NUMERICAL_ANALYSIS_H
//
// NumericalAnalysis.hpp
//
//
#ifndef MLPP_NUMERICAL_ANALYSIS_H
#define MLPP_NUMERICAL_ANALYSIS_H
#include <vector>
#include <string>

7
mlpp/outlier_finder/outlier_finder.h
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@ -1,12 +1,13 @@
#ifndef MLPP_OUTLIER_FINDER_H
#define MLPP_OUTLIER_FINDER_H
//
// OutlierFinder.hpp
//
// Created by Marc Melikyan on 11/13/20.
//
#ifndef MLPP_OUTLIER_FINDER_H
#define MLPP_OUTLIER_FINDER_H
#include <vector>
namespace MLPP{

7
mlpp/output_layer/output_layer.h
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@ -1,12 +1,13 @@
#ifndef MLPP_OUTPUT_LAYER_H
#define MLPP_OUTPUT_LAYER_H
//
// OutputLayer.hpp
//
// Created by Marc Melikyan on 11/4/20.
//
#ifndef MLPP_OUTPUT_LAYER_H
#define MLPP_OUTPUT_LAYER_H
#include "../activation/activation.h"
#include "../cost/cost.h"

7
mlpp/pca/pca.h
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@ -1,12 +1,13 @@
#ifndef MLPP_PCA_H
#define MLPP_PCA_H
//
// PCA.hpp
//
// Created by Marc Melikyan on 10/2/20.
//
#ifndef MLPP_PCA_H
#define MLPP_PCA_H
#include <vector>
namespace MLPP{

8
mlpp/probit_reg/probit_reg.h
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@ -1,13 +1,13 @@
#ifndef MLPP_PROBIT_REG_H
#define MLPP_PROBIT_REG_H
//
// ProbitReg.hpp
//
// Created by Marc Melikyan on 10/2/20.
//
#ifndef MLPP_PROBIT_REG_H
#define MLPP_PROBIT_REG_H
#include <vector>
#include <string>

8
mlpp/regularization/reg.h
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@ -1,12 +1,14 @@
#ifndef MLPP_REG_H
#define MLPP_REG_H
//
// Reg.hpp
//
// Created by Marc Melikyan on 1/16/21.
//
#ifndef MLPP_REG_H
#define MLPP_REG_H
#include <vector>
namespace MLPP{

8
mlpp/softmax_net/softmax_net.h
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@ -1,13 +1,13 @@
#ifndef MLPP_SOFTMAX_NET_H
#define MLPP_SOFTMAX_NET_H
//
// SoftmaxNet.hpp
//
// Created by Marc Melikyan on 10/2/20.
//
#ifndef MLPP_SOFTMAX_NET_H
#define MLPP_SOFTMAX_NET_H
#include <vector>
#include <string>

8
mlpp/softmax_reg/softmax_reg.h
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@ -1,13 +1,13 @@
#ifndef MLPP_SOFTMAX_REG_H
#define MLPP_SOFTMAX_REG_H
//
// SoftmaxReg.hpp
//
// Created by Marc Melikyan on 10/2/20.
//
#ifndef MLPP_SOFTMAX_REG_H
#define MLPP_SOFTMAX_REG_H
#include <vector>
#include <string>

7
mlpp/stat/stat.h
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@ -1,12 +1,13 @@
#ifndef MLPP_STAT_H
#define MLPP_STAT_H
//
// Stat.hpp
//
// Created by Marc Melikyan on 9/29/20.
//
#ifndef MLPP_STAT_H
#define MLPP_STAT_H
#include <vector>
namespace MLPP{

7
mlpp/svc/svc.h
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@ -1,3 +1,7 @@
#ifndef MLPP_SVC_H
#define MLPP_SVC_H
//
// SVC.hpp
//
@ -7,9 +11,6 @@
// https://towardsdatascience.com/svm-implementation-from-scratch-python-2db2fc52e5c2
// Illustratd a practical definition of the Hinge Loss function and its gradient when optimizing with SGD.
#ifndef MLPP_SVC_H
#define MLPP_SVC_H
#include <vector>
#include <string>

8
mlpp/tanh_reg/tanh_reg.h
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@ -1,13 +1,13 @@
#ifndef MLPP_TANH_REG_H
#define MLPP_TANH_REG_H
//
// TanhReg.hpp
//
// Created by Marc Melikyan on 10/2/20.
//
#ifndef MLPP_TANH_REG_H
#define MLPP_TANH_REG_H
#include <vector>
#include <string>

7
mlpp/transforms/transforms.h
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@ -1,11 +1,12 @@
#ifndef MLPP_TRANSFORMS_H
#define MLPP_TRANSFORMS_H
//
// Transforms.hpp
//
//
#ifndef MLPP_TRANSFORMS_H
#define MLPP_TRANSFORMS_H
#include <vector>
#include <string>

7
mlpp/uni_lin_reg/uni_lin_reg.h
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@ -1,12 +1,13 @@
#ifndef MLPP_UNI_LIN_REG_H
#define MLPP_UNI_LIN_REG_H
//
// UniLinReg.hpp
//
// Created by Marc Melikyan on 9/29/20.
//
#ifndef MLPP_UNI_LIN_REG_H
#define MLPP_UNI_LIN_REG_H
#include <vector>
namespace MLPP{

7
mlpp/utilities/utilities.h
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@ -1,12 +1,13 @@
#ifndef MLPP_UTILITIES_H
#define MLPP_UTILITIES_H
//
// Utilities.hpp
//
// Created by Marc Melikyan on 1/16/21.
//
#ifndef MLPP_UTILITIES_H
#define MLPP_UTILITIES_H
#include <vector>
#include <tuple>
#include <string>

7
mlpp/wgan/wgan.h
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@ -1,12 +1,13 @@
#ifndef MLPP_WGAN_H
#define MLPP_WGAN_H
//
// WGAN.hpp
//
// Created by Marc Melikyan on 11/4/20.
//
#ifndef MLPP_WGAN_H
#define MLPP_WGAN_H
#include "../hidden_layer/hidden_layer.h"
#include "../output_layer/output_layer.h"