Lectures about machine learning, mathematics, statistics, programming.
Project description
mlstatpy
Le module contient essentiellement des digressions mathématiques autour du machine learning. Parmi les choses intéressantes, une courbe ROC avec intervalle de confiance, détection automatique de segment dans une image, un algorithme d’autocomplétion, une distance d’édition entre graphes, des petites choses pour les données de Wikipedia, un algorithme de conversion d’un arbre de décision en réseaux de neurones.
The package mostly contains documentation. It also implements some code rarely needed such as ROC curve with bandwidth, automated segment detection in a image, some simple autocomplete algorithm, a graph edit distance, some helpers on Wikipedia data, an algorithm to convert decision trees into neural network.
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