Data Science Notes Figures

Introduction

This repository contains the jupyter notebook, scripts, figures and interactive webpage for the notes of data science. Please contact me if the content posted here is incorrect.

View Animation

To view the animation, please use the following command:

bokeh serve --show [animation.py]

Content

Linear Algebra

• Notebooks

Gradient Descent

• Notebooks

Multilayer Perceptron

• Notes

Activation Functions

• Notes
• Notebooks

Objective Functions

• Notes
• Notebooks

Optimizers

• Notes
• Notebooks
• Animation Scripts