interface_repository_classifier module¶

class interface_repository_classifier.Interface_RepoClassifier[source]¶

Bases: object

exportModelToFile()[source]¶

abstract method Export the model and all prequisites to the directory model/

Returns:

loadModelFromFile()[source]¶

abstract method Loading of the exported model

Returns:

loadTrainingData(strProjPathFileNameCSV)[source]¶

abstract method The classifier loads the sample data from a given csv-file

Parameters:	strProjPathFileNameCSV – path to the csv-file
Returns:

plotTheResult()[source]¶

abstract method A plot in which the classification is illustrated

Returns:

predictCategoryFromOwnerRepoName(strUser, strRepoName)[source]¶

abstract method Predict the category for a repository

Parameters:	strUser – strRepoName –
Returns:

predictCategoryFromURL(strGitHubRepoURL)[source]¶

abstract method Predict the category

Parameters:	strGitHubRepoURL –
Returns:

predictResultsAndCompare(strProjPathFileNameCSV)[source]¶

abstract method Predict a given csv-file and compare the result with the manual classification

Parameters:	strProjPathFileNameCSV – path to the csv-file
Returns:

trainModel(lstTrainData, lstTrainLabels)[source]¶

abstract method The model shall be trained via supervised learning

Parameters:	lstTrainData – matrix of the training data lstTrainLabels – list of the associated labels
Returns: