Perceptron-Linear-Classifier
A Python library to implement the perceptron algorithm and possibly visualize it.
Usage
Examples of How To Use
Creating An Object
from perceptron_linear_classifier import Perceptron
perceptron = Perceptron(data=data_train, labels=labels_train, data_test=data_test, labels_test=labels_test)
# train the perceptron classifier to find the respective values of theta and theta_0
perceptron.fit()
# returns the score for the perceptron classifier
perceptron.eval_classifier()
# perform 1 step of the perceptron classifier to check if the value of theta and theta0 changes
perceptron.singleStep()
# perform 1 iteration of passing the entire data to the classifier
perceptron.singleIteration()Contributing
Please read the CONTRIBUTING.md file for more information about it.
Issues
Report to Prabhav Khera.