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website's Introduction

Deep Learning Do It Yourself

This site collects resources to learn Deep Learning in the form of Modules available through the sidebar on the left. As a student, you can walk through the modules at your own pace and interact with others thanks to the associated digital platforms. Then we hope you'll become a contributor by adding modules to this site!

Setup to run the website locally

  1. Install Julia (make sure to 'add to PATH' so you can use step 2 without having to type the full path)

  2. Launch Julia from the command line:

    julia

  3. Install the required packages:

    using Pkg
Pkg.add("Franklin")
Pkg.add("JSON")

  4. Serve the website (on localhost:8000):

    using Franklin
serve()

Note: steps 3 and 4 are automated in the Makefile, so you can just run make install and make serve.

website's People

Contributors

abursuc avatar ericdaat avatar frenchcommando avatar jilljenn avatar mlelarge avatar natema avatar simoncoste avatar

Stargazers

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Watchers

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Forkers

ericdaat abursuc simoncoste julien-blanchon mbrukman thanktua-spp isumitg natema frenchcommando

website's Issues

Notation error in convolutions first and missing link for module 5

  1. It seems that the line 117 in modules/extras/Convolutions_first.md (better viewable here: https://dataflowr.github.io/website/modules/extras/Convolutions_first/)

Should be:
y_j = \sum_\ell (C_\ba)_{j\ell}x_\ell = \sum_\ell a_{j-\ell}x_\ell,
and not:
y_j = \sum_\ell (C_\ba)_{j\ell}x_\ell = \sum_\ell a_{\ell-j}x_\ell,

  1. It seems that the notebook link to https://github.com/dataflowr/notebooks/blob/master/Module5/Stacking_layers_MLP_CIFAR10.ipynb is missing on https://dataflowr.github.io/website/modules/5-stacking-layers/

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