Updating the doc Comments for the pl files

src/methods/ada_boost/ada_boost.pl

-:- module(ada_boost, [
-                     initModelWithTraining/9, 
+:- module(ada_boost, [  initModelWithTraining/9, 
                         initModelNoTraining/2, 
                         classifyWithProb/8, 
                         classifyNoProb/5, 
@@ -24,77 +23,77 @@
 %% definitions for the connected function
 
 %% TODO: 
-%% input: 	const MatType & 				data, 
-%%		const arma::Row< size_t > & 	labels,
-%%		const size_t 					numClasses,
-%%		const WeakLearnerType & 		other,
-%%		const size_t 					iterations = 100,
-%%		const double 					tolerance = 1e-6
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(initModelWithTraining, c, initModelWithTraining(+pointer(float_array), +integer, +integer, +pointer(float_array), +integer, +integer, +string, +integer , +float32)).
 
 %% TODO: 
-%% input: 	const double tolerance = 1e-6
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(initModelNoTraining, c, initModelNoTraining(+float32, +string)).
 
 %% TODO: 
-%% input: 	const MatType & 		test,
-%%		arma::Row< size_t > & 	predictedLabels,
-%%		arma::mat & 			probabilities
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(classifyWithProb, c, classifyWithProb(+pointer(float_array), +integer, +integer, -pointer(float_array), -integer, -pointer(float_array), -integer, -integer)).
 
 %% TODO: 
-%% input: 	const MatType & 		test,
-%%		arma::Row< size_t > & 	predictedLabels
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(classifyNoProb, c, classifyNoProb(+pointer(float_array), +integer, +integer, -pointer(float_array), -integer)).
 
 %% TODO: 
-%% input: 
-%% output: 	size_t 	classesNum
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(numClasses, c, numClasses([-integer])).
 
 %% TODO: 
-%% input: 
-%% output:    double        tol
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(getTolerance, c, getTolerance([-float32])).
 
 %% TODO: 
-%% input: 
-%% output:  	double&       tol
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(modifyTolerance, c, modifyTolerance(+float32)).
 
 %% TODO: 
-%% input:  	const MatType & 				data,
-%%		const arma::Row< size_t > & 	labels,
-%%		const size_t 					numClasses,
-%%		const WeakLearnerType & 		learner,
-%%		const size_t 					iterations = 100,
-%%		const double 					tolerance = 1e-6
-%%
-%% output: 	double upper bound training error
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(train, c, train(+pointer(float_array), +integer, +integer, +pointer(float_array), +integer, +integer, +string, +integer , +float32, [-float32])).
 
 %% Defines the functions that get connected from main.cpp
-foreign_resource(ada_boost, [
-                            initModelWithTraining, 
+foreign_resource(ada_boost, [   initModelWithTraining, 
                                 initModelNoTraining, 
                                 classifyWithProb, 
                                 classifyNoProb, 
                                 numClasses, 
                                 getTolerance, 
                                 modifyTolerance, 
-                            train
-                            ]).
+                                train]).
 
 :- load_foreign_resource(ada_boost).
\ No newline at end of file

src/methods/bayesian_linear_regression/bayesian_linear_regression.pl

@@ -15,16 +15,93 @@
 %% TODO: update Comment docs
 
 %% definitions for the connected function and what there inputs and output arguments are
+
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(initModel,  c, initModel(+integer, +integer, +integer, +float32)).
+
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(alpha,  c, alpha([-integer])).
+
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(beta,  c, beta([-integer])).
+
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(dataOffset, c, dataOffset(-integer, [-pointer(float_array)])).
+
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(dataScale, c, dataScale(-integer, [-pointer(float_array)])).
+
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(omega, c, omega(-integer, [-pointer(float_array)])).
+
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(predict,  c, predict(+pointer(float_array), +integer, +integer, -pointer(float_array), -integer)).
+
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(predictWithStd,  c, predictWithStd(+pointer(float_array), +integer, +integer, -pointer(float_array), -integer, -pointer(float_array), -integer)).
+
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(rmse,  c, rmse(+pointer(float_array), +integer, +integer, +pointer(float_array), +integer, [-integer])).
+
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(train,  c, train(+pointer(float_array), +integer, +integer, +pointer(float_array), +integer)).
+
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(variance,  c, variance([-integer])).
 
 %% Defines what functions should be connected from main.cpp

src/methods/dbscan/dbscan.pl

@@ -15,17 +15,20 @@
 
 %% definitions for the connected function
 
-%% input:       double  epsilon
+
+%% --Input--
+%%              double  epsilon
 %%              int     minPoints
-%%              bool    batchMode       (1)true / (0)false
-%%              str     selectionType   "orderd", "random"
-%%              str     treeType        "kd", "r", "r_star", "x", "hilbert_r", "r_plus", "r_plus_plus", "cover", "ball"
-%%              mat     data            data(float_array), dataSize, dataRowNum
+%%              bool    batchMode       => (1)true / (0)false
+%%              str     selectionType   => "orderd", "random"
+%%              str     treeType        => "kd", "r", "r_star", "x", "hilbert_r", "r_plus", "r_plus_plus", "cover", "ball"
+%%              mat     data            => data(float_array), dataSize, dataRowNum
 %%
-%% output:      vec     assignments     assign(float_array), assignSize
-%%              mat     centroids       cent(float_array), centColNum, centRowNum
+%% --Output--
+%%              vec     assignments     => assign(float_array), assignSize
+%%              mat     centroids       => cent(float_array), centColNum, centRowNum
 %%
-%% description: 
+%% --Description--
 foreign(dbscan, c, dbscan(+float32, +integer, +integer, +string, +string, +pointer(float_array), +integer, +integer,
                                         -pointer(float_array), -integer, -pointer(float_array), -integer, -integer)).
 

src/methods/kmeans/kmeans.pl

@@ -20,37 +20,47 @@
 %% definitions for the connected function
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(naiveKMeans, c, naiveKMeans(+integer, +integer, +integer, +pointer(float_array), +integer, +integer, +integer,
                                         -pointer(float_array), -integer, -pointer(float_array), -integer, -integer)).
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(dualTreeKMeans, c, dualTreeKMeans(+integer, +integer, +integer, +pointer(float_array), +integer, +integer, +integer,
                                         -pointer(float_array), -integer, -pointer(float_array), -integer, -integer)).
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(elkanKMeans, c, elkanKMeans(+integer, +integer, +integer, +pointer(float_array), +integer, +integer, +integer,
                                         -pointer(float_array), -integer, -pointer(float_array), -integer, -integer)).
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(hamerlyKMeans, c, hamerlyKMeans(+integer, +integer, +integer, +pointer(float_array), +integer, +integer, +integer,
                                         -pointer(float_array), -integer, -pointer(float_array), -integer, -integer)).
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(pellegMooreKMeans, c, pellegMooreKMeans(+integer, +integer, +integer, +pointer(float_array), +integer, +integer, +integer,
                                         -pointer(float_array), -integer, -pointer(float_array), -integer, -integer)).
 

src/methods/lars/lars.pl

@@ -14,69 +14,108 @@
 
 %% definitions for the connected function and what there inputs and output arguments are
 
-%% Funktion
-%% input const bool useCholesky, const double lambda1, const double lambda2, const double tolerance
-%% output
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(initModelNoDataNoGram, c, initModelNoDataNoGram(+integer, +float32, +float32, +float32)).
 
-%% Funktion
-%% input const bool useCholesky, const arma::mat & gramMatrix, const double lambda1, const double lambda2, const double tolerance
-%% output
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(initModelNoDataWithGram, c, initModelNoDataWithGram(+integer, +pointer(float_array), +integer, +integer, +float32, +float32, +float32)).
 
-%% Funktion
-%% input const arma::mat & dataMatrix, const arma::rowvec & responses, const bool transposeData, const bool useCholesky, const double lambda1, const double lambda2, const double tolerance
-%% output
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(initModelWithDataNoGram, c, initModelWithDataNoGram(+pointer(float_array), +integer, +integer, +pointer(float_array), +integer, +integer, +integer, +float32, +float32, +float32)).
 
-%% Funktion
-%% input const arma::mat & dataMatrix, const arma::rowvec & responses, const bool transposeData, const bool useCholesky, const arma::mat & gramMatrix, const double lambda1, const double lambda2, const double tolerance
-%% output 
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(initModelWithDataWithGram, c, initModelWithDataWithGram(+pointer(float_array), +integer, +integer, +pointer(float_array), +integer, +integer, +integer, +pointer(float_array), +integer, +integer, +float32, +float32, +float32)).
 
-%% Funktion 
-%% input 
-%% output const std::vector<size_t>&
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(activeSet, c, activeSet(-pointer(float_array), -integer)).
 
-%% Funktion 
-%% input 
-%% output arma::vec& 
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(beta, c, beta(-pointer(float_array), -integer)).
 
-%% Funktion 
-%% input 
-%% output std::vector<arma::vec>&
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(betaPath, c, betaPath(-pointer(float_array), -integer, -integer)).
 
-%% Funktion 
-%% input: const arma::mat &data, const arma::rowvec &responses, const bool rowMajor
-%% output: double minimum cost error
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(computeError, c, computeError(+pointer(float_array), +integer, +integer, +pointer(float_array), +integer, +integer, [-integer])).
 
-%% Funktion 
-%% input 
-%% output std::vector<double>&
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(lambdaPath, c, lambdaPath(-pointer(float_array), -integer)).
 
-%% Funktion 
-%% input 
-%% output arma::mat& upper triangular cholesky factor
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(matUtriCholFactor, c, matUtriCholFactor(-pointer(float_array), -integer, -integer)).
 
-%% Funktion 
-%% input const arma::mat &points, arma::rowvec &predictions, const bool rowMajor
-%% output 
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(predict, c, predict(+pointer(float_array), +integer, +integer, -pointer(float_array), -integer, +integer)).
 
-%% Funktion 
-%% input const arma::mat &data, const arma::rowvec &responses, arma::vec& beta, const bool transposeData
-%% output double minimum cost error
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(train, c, train(+pointer(float_array), +integer, +integer, +pointer(float_array), +integer, -pointer(float_array), -integer, +integer, [-integer])).
 
-%% Funktion 
-%% input const arma::mat &data, const arma::rowvec &responses, const bool transposeData
-%% output double minimum cost error
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(trainNoBetaReturn, c, trainNoBetaReturn(+pointer(float_array), +integer, +integer, +pointer(float_array), +integer, +integer, [-integer])).
 
 

src/methods/linear_SVM/linear_SVM.pl

@@ -21,59 +21,55 @@
 %% definitions for the connected function
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(initModelWithTrain, c, initModelWithTrain(+pointer(float_array), +integer, +integer, +pointer(float_array), +integer, +integer,
                                                         +float32, +float32, +integer, +string)).
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(initModelNoTrain, c, initModelNoTrain( +integer, +float32, +float32, +integer)).
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(classify, c, classify(+pointer(float_array), +integer, +integer, -pointer(float_array), -integer, -pointer(float_array), -integer, -integer)).
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(classifyPoint, c, classifyPoint(+pointer(float_array), +integer, [-integer])).
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(computeAccuracy, c, computeAccuracy(+pointer(float_array), +integer, +integer, +pointer(float_array), +integer, [-float32])).
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(train, c, train(+pointer(float_array), +integer, +integer, +pointer(float_array), +integer, +integer, +string, [-float32])).
 
 
-
-%% +integer , +float32, +string
-%% [-integer] , [-float32], [-string]
-
-%% matrix input
-%% +pointer(float_array), +integer, +integer
-
-%% array input
-%% +pointer(float_array), +integer
-
-%% matrix return
-%% -pointer(float_array), -integer, -integer
-
-%% array return
-%% -pointer(float_array), -integer
-
 %% Defines the functions that get connected from main.cpp
 foreign_resource(linear_SVM, [  initModelWithTrain,
                                 initModelNoTrain,

src/methods/linear_regression/linear_regression.pl

@@ -15,17 +15,101 @@
 %% TODO: update Comment docs
 
 %% definitions for the connected function and what there inputs and output arguments are
+
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(initModel,  c, initModel(+pointer(float_array), +integer, +integer, +pointer(float_array), +integer, +integer, +integer)).
+
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(initModelWithWeights,  c, initModelWithWeights(+pointer(float_array), +integer, +integer, +pointer(float_array), +integer, +pointer(float_array), +integer, +integer, +integer)).
+
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(initModelEmpty,  c, initModelEmpty(+integer)).
+
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(computeError,  c, computeError(+pointer(float_array), +integer, +integer, +pointer(float_array), +integer, [-integer])).
+
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(intercept,  c, intercept([-integer])).
+
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(lambda,  c, lambda([-integer])).
+
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(modifyLambda,  c, modifyLambda(+integer)).
+
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(parameters, c, parameters([-pointer(float_array)], -integer)).
+
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(modifyParameters,  c, modifyParameters(+pointer(float_array), +integer)).
+
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(predict,  c, predict(+pointer(float_array), +integer, +integer, -pointer(float_array), -integer)).
+
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(train,  c, train(+pointer(float_array), +integer, +integer, +pointer(float_array), +integer, +integer, [-integer])).
+
+%% TODO: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(trainWithWeights,  c, trainWithWeights(+pointer(float_array), +integer, +integer, +pointer(float_array), +integer, +pointer(float_array), +integer, +integer, [-integer])).
 
 

src/methods/logistic_regression/logistic_regression.pl

@@ -23,51 +23,67 @@
 %% definitions for the connected function
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(initModelNoOptimizer, c, initModelNoOptimizer(+pointer(float_array), +integer, +integer, +pointer(float_array), +integer, +float32)).
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(initModelWithOptimizer, c, initModelWithOptimizer(+pointer(float_array), +integer, +integer, +pointer(float_array), +integer, +string, +float32)).
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(classifyPoint, c, classifyPoint(+pointer(float_array), +integer, +float32, [-integer])).
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(classifyLabels, c, classifyLabels(+pointer(float_array), +integer, +integer, -pointer(float_array), -integer, +float32)).
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(classifyProbs, c, classifyProbs(+pointer(float_array), +integer, +integer, -pointer(float_array), -integer, -integer)).
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(computeAccuracy, c, computeAccuracy(+pointer(float_array), +integer, +integer, +pointer(float_array), +integer, +float32, [-float32])).
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(computeError, c, computeError(+pointer(float_array), +integer, +integer, +pointer(float_array), +integer, [-float32])).
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(train, c, train(+pointer(float_array), +integer, +integer, +pointer(float_array), +integer, +string)).
 
 

src/methods/mean_shift/mean_shift.pl

@@ -15,16 +15,19 @@
 
 %% definitions for the connected function
 
-%% TODO: 
-%% input:       double  radius                  >0
+
+%% --Input--
+%%              double  radius                  => 0
 %%              int     maxIterations
-%%              mat     data                    data(float_array), dataSize, dataRowNum
-%%              bool    forceConvergence        (1)true / (0)false
-%%              bool    useSeeds                (1)true / (0)false
+%%              mat     data                    => data(float_array), dataSize, dataRowNum
+%%              bool    forceConvergence        => (1)true / (0)false
+%%              bool    useSeeds                => (1)true / (0)false
+%%
+%% --Output--
+%%              vec     assignments             => assign(float_array), assignSize
+%%              mat     centroids               => cent(float_array), centColNum, centRowNum
 %%
-%% output:      vec     assignments     assign(float_array), assignSize
-%%              mat     centroids       cent(float_array), centColNum, centRowNum
-%% description: 
+%% --Description--
 foreign(meanShift, c, meanShift(+float32, +integer, +pointer(float_array), +integer, +integer, -pointer(float_array), -integer,
                                 -pointer(float_array), -integer, -integer, +integer, +integer)).
 

src/methods/naive_bayes_classifier/naive_bayes_classifier.cpp

@@ -192,14 +192,3 @@ void variances(float **variancesMatArr, SP_integer *variancesMatColNum, SP_integ
 	// return the Matrix as one long Array
 	*variancesMatArr = convertToArray(variancesReturnMat);
 }
\ No newline at end of file
-
-// in file 'Code/User/snippets/javascript.json'
-/*
-{
-  "For Loop": {
-    "prefix": ["for", "for-const"],
-    "body": ["for (const ${2:element} of ${1:array}) {", "\t$0", "}"],
-    "description": "A for loop."
-  }
-}
-*/
\ No newline at end of file

src/methods/naive_bayes_classifier/naive_bayes_classifier.pl

@@ -24,78 +24,79 @@
 %% definitions for the connected function
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(initModelWithTrain, c, initModelWithTrain(+pointer(float_array), +integer, +integer, +pointer(float_array), +integer, +integer, +integer, +float32)).
 
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(initModelNoTrain, c, initModelNoTrain(+integer, +integer, +float32)).
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 %%foreign(classifyPoint, c, classifyPoint(+pointer(float_array), +integer, -integer, -pointer(float_array), -integer)).
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(classifyMatrix, c, classifyMatrix(+pointer(float_array), +integer, +integer, -pointer(float_array), -integer, -pointer(float_array), -integer, -integer)).
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(means, c, means(-pointer(float_array), -integer, -integer)).
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(probabilities, c, probabilities(-pointer(float_array), -integer, -integer)).
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(trainMatrix, c, trainMatrix(+pointer(float_array), +integer, +integer, +pointer(float_array), +integer, +integer, +integer)).
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(trainPoint, c, trainPoint(+pointer(float_array), +integer, +integer)).
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(variances, c, variances(-pointer(float_array), -integer, -integer)).
 
 
-
-
-%% +integer , +float32, +string
-%% [-integer] , [-float32], [-string]
-
-%% matrix input
-%% +pointer(float_array), +integer, +integer
-
-%% array input
-%% +pointer(float_array), +integer
-
-%% matrix return
-%% -pointer(float_array), -integer, -integer
-
-%% array return
-%% -pointer(float_array), -integer
-
 %% Defines the functions that get connected from main.cpp
 foreign_resource(naive_bayes_classifier, [      initModelWithTrain,
                                                 initModelNoTrain,

src/methods/new_method/new_method.pl

@@ -16,9 +16,11 @@
 %% definitions for the connected function
 
 %% TODO: 
-%% input: 
-%% output: 
-%% description: 
+%% --Input--
+%%
+%% --Output--
+%%
+%% --Description--
 foreign(function, c, function(arguments)).