Machine Learning

Contains several machine learning classifiers implemented in Python:

• Bayes' classifier
• k-NN classifier
• Convolutional Neural Network classifier

Requirements

• Python 3
• NumPy
• Scikit-learn
• SciPy
• Tensorflow

Running

To run the script, open terminal in the directory where the script is located and execute python <script_name>.py

NB! Make sure that you have installed all the required libraries before running the script.

Results

The output of any script is accuracy of the machine learning model when tested on the validation set.

P.S. CNN takes a lot of time to train, so be patient. During training it also outputs the current weights