Machine-Learning-Reboot

This repo contains all machine learning algorithms with EDA using python, scikit-learn, seaborn and matplotlib

• Supervised Learning

  • Feature Engineering

  • Cross Validation

  • Linear Regression

    • Simple Linear Regression

    • Polynomial Regression

    • Regularization

  • Logistic Regression

  • K Nearest Neighbors

  • Support Vector Machines

  • Decision Tree

  • Random Forest

    • Random Forest Classification

    • Random Forest Regression

  • Boosting Methods

    • Ada Boost

    • Gradient Boosting

  • Naive Bayes

    • Classification

    • Natural Language Processing