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Neural Networks

About

This repo contains resources and code for a computer vision module on neural networks.

Note on Launching the Jupyter Notebooks

To properly view the images and animations, please launch your jupyter notebook from the root directory of this repository.

Setup

The Python 3 Anaconda Distribution is the easiest way to get going with the notebooks and code presented here.

(Optional) You may want to create a virtual environment for this repository:

conda create -n cv python=3 
source activate cv

You'll need to install the jupyter notebook to run the notebooks:

conda install jupyter

# You may also want to install nb_conda (Enables some nice things like change virtual environments within the notebook)
conda install nb_conda

This repository requires the installation of a few extra packages, you can install them all at once with:

pip install -r requirements.txt

(Optional) jupyterthemes can be nice when presenting notebooks, as it offers some cleaner visual themes than the stock notebook, and makes it easy to adjust the default font size for code, markdown, etc. You can install with pip:

pip install jupyterthemes

Recommend jupyter them for presenting these notebook (type into terminal before launching notebook):

jt -t grade3 -cellw=90% -fs=20 -tfs=20 -ofs=20 -dfs=20

Recommend jupyter them for viewing these notebook (type into terminal before launching notebook):

jt -t grade3 -cellw=90% -fs=14 -tfs=14 -ofs=14 -dfs=14

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