My tryst with Machine Learning.
This repository will contain all the code I write while learning Machine Learning, including but not limited to my own implementation of some algorithms and utility functions to visualize data.
- Python variables have full word names like features, values, predictions, targets.
- Numpy variables have single letter names like x, y, p, t
- Arrays/vectors have either 's' suffixed on their lower case scalar symbols e.g xs, ys, ps or are converted to upper case e.g X, Y.
- Modifiers like train and test are prefixed, so train_X is correct but X_train is not.
- Number of points is represented by N and number of features is represented by F.