Machine Learning Implementations

Here are some of my implementations of some commonly used machine learning algorithms in C++, python, and typescript.

---

Table of contents

• Linear Regression

---

Linear Regression

This is an implementation of simple Linear Regression in C++.

Formula

C++ implementation

template <class T>
pair<float, float> linearRegression(vector<T>& xs, vector<T>& ys);

vector<int> xs = {1,2,3,4,5};
vector<int> ys = {1,2,3,4,5};

pair<float, float> equation = linearRegression(xs, ys);

equation.first  = 1
equation.second = 0