wsyCUHK / Machine_Learning_from_Scratch

Machine Learning from Scratch. Includes Linear Regression, Logistic Regression, Perceptron, and Decision Tree.

Machine Learning from Scratch

Author: Shengxuan Wang

From: Oregon State University

Content:

Building Machine Learning model from Scratch, without using any ML package. Only use data processing package, e.g. Pandas and Numpy, and a package I made: Popanda (see the detail here: https://github.com/shawn120/Popanda_Enhance_of_Pandas) Then using some data set to test them.

Models include Linear Regression, Logistic Regression, Perceptron, and Decision Tree.