Data Science Notes Figures

Introduction

This repository contains the jupyter notebook, scripts, figures and interactive visualization for neural networks using Tensorflow. Please contact me if the content posted here is incorrect.

View Interactive Visualization

To view the interactive visualization, please use the following command:

bokeh serve --show visualization/[file.py]

Table of Contents

Tensors and Variables

Jacobian Matrix and Gradient

Activation Functions

Objective Functions

Gradient Descent

Optimizers

Tensorflow Data

Multilayer Perceptron