Machine learning notebooks

This repository contains Jupyter notebooks implementing code samples for some machine learning algorithms.
These notebooks use Python 3.5 and Scikit-learn 0.19.1

Table of contents

• 01 - Simple Linear Regression
• 02- Multivariate Linear Regression
• 03 - Logistic Regression

Usage

• Install dependencies

  • Git
  • Docker Community Edition

• Clone this repository

  $ git clone https://github.com/lorosanu/ml-notebooks.git
  $ cd ml-notebooks
  

• Use docker-compose to build and use the image

  $ docker-compose up
  
    Copy/paste this URL into your browser when you connect for the first time,
    to login with a token:
      http://0.0.0.0:8888/?token=6a99...
  

• The jupyter notebook will be available at http://0.0.0.0:8888/?token=6a99...

• Note: Mac and Windown users will have to find the IP address of docker-machine VM and replace 'localhost' with it.
  More here.