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Classdef in Octave For Matlab compatibility and better representation of GAM model we will need a classdef RegressionGAM for storing the training data and other model parameters. The classdef here would serve as a Representation of the Training data,...

kNN Algorithm in the parametric approach, we assume an underlying relationship between the predictor (input) and response (output) values. $$Y = f(X, \theta) + \epsilon$$Y represents the response variable, X represents the predictor variable(s), f re...

Implementing k-d Tree Search A k-d tree or 'k' Dimensional Tree, is a special Binary tree in which every node is a 'k' dimensional point. k-d tree search is performed by building a k-d tree for the training data and then performing a search on the k-...

This Blog contains the summary of the work I did in weeks 1 and 2. Understanding the structure and codebase of Octave Octave is a high-level interpreted language for Numerical analyses and statistical computing. Octave's basic functionalities can be ...
