Machine Learning Algorithms

This repository contains important machine learning algorithms implemented using scikit-learn in python along with the datasets.

Fork the repo if you want to contribute

List of all the algorithms -

• Data Preprocessing
• Regression
  • Simple Linear Regression
  • Multiple Linear Regression
  • Polynomial Regression
  • Support Vector Regression (SVR)
  • Decision Tree Regression
  • Random Forest Regression
• Classification
  • Logistic Regression
  • K-Nearest Neighbours(K-NN)
  • Support Vector Machine(SVM)
  • Kernel SVM
  • Naive Bayes
  • Decision Tree Classification
  • Random Forest Classification