/ML_from_Scratch

Implementation of basic ML algorithms from scratch in python...

Primary LanguageJupyter Notebook

ML_from_Scratch

Trying to implement basic ml algorithms from scratch in python. I have also made videos explaining these algorithms...

Gradient Descent

IMAGE ALT TEXT HERE IMAGE ALT TEXT HERE

Linear Regression

IMAGE ALT TEXT HERE

Logistic Regression

IMAGE ALT TEXT HERE

Stochastic Gradient Descent

IMAGE ALT TEXT HERE

KNN

IMAGE ALT TEXT HERE

K-means

IMAGE ALT TEXT HERE

Decision Tree Classification

IMAGE ALT TEXT HERE IMAGE ALT TEXT HERE

Decision Tree Regression

IMAGE ALT TEXT HERE IMAGE ALT TEXT HERE

Naive Bayes Classification

IMAGE ALT TEXT HERE IMAGE ALT TEXT HERE

Data source