Mich888 / Simple-ML-models

Some simple machine learning models like k-nearest neighbours or naive bayes classifier.

Simple-ML-models

Implementations of simple machine learning models: k-nearest neighbours, naive bayes classifier, single perceptron, single layer network of perceptrons

• knn - classify vector from iris dataset
• naive bayes - classify vector from outdoor game dataset
• perceptron - classify vector from iris dataset (setosa or other)
• single layer network - classify language of given text file (English, Esperanto, Spanish or German). Each perceptron is responsible for recognizing single language