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