KNN MNIST

Training the k-NN classifier using the training set and tune the hyperparameters to optimize its performance on the validation set.

Setup The Project

Install Python

I recommend that you install Python3x

Install Libraries

You can install the library by typing 'pip install -r requirements.txt' in the terminal

How this is working?

This code implements a k-NN classifier using the Scikit-learn library. Training the k-NN classifier using the training set and tune the hyperparameters to optimize its performance on the validation set. Specifically, finding the optimal number of nearest neighbors (n neighbors, see documentation) to use.