tensor-flo / lib-tutorial

Python Machine Learning Library Tutorials

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Library Tutorials

Introduction

This repository contains a collection of tutorials on basic machine learning libraries.

Contents

TBD.

Dependencies

TBD

Jupyter Notebook Settings

The basic Jupyter Notebook is neither efficient nor easy on the eyes. Below are what I do to improve both.

Jupyter Themes

My favorite Jupyter Notebook theme is from jupyterthemes:

Step 1: install jupyterthemes

pip install jupyterthemes

Step 2: select the theme and various fonts for codes, texts, and notebooks.

jt -t monokai -f ubuntu -nf ptsans -tf exosans -T -N

Jupyter Notebook Extensions

Since the notebooks are relatively long, I strongly recommend installing jupyter_contrib_nbextensions and enabling the following nbextensions:

  • Table of Contents (2)
  • Collapsible Headings
  • Equation Auto Numbering
  • Codefolding

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Python Machine Learning Library Tutorials


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