DL coffee club

Deep Learning coffee club where we cover specific concepts in a 15 minute presentations. Some concepts are repeated through implementation presentation or extended to current research.

Books that we are covering in our lectures:

• Deep Learning, by Goodfellow
• Understanding Deep Learning, by Prince

Content

• DL coffee club
  • Content
  • Lectures
    • Introduction from 0 - 161 chapters 1 - 5, Goodfellow, Deep Learning
  • Codes
  • Materials
  • Presentations
  • Articles

Lectures

Introduction from 0 - 161 chapters 1 - 5, Goodfellow, Deep Learning

• General overview by DK
• MLP by IG
• LR by MK
• Backpropagation DK
• Regularization IG
• Bias-Variance tradeoff MK

Codes

Materials

1. Use mathJax script at the end of the markdown document:

   <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
    <script type="text/x-mathjax-config">
    MathJax.Hub.Config({ tex2jax: {inlineMath: [['$', '$']]}, messageStyle: "none" ,
    }); </script>
   

   Install package vscode: yzane.markdown-pdf, Markdown PDF Problem \mathbb{E} $\Bbb{E, R, N, ...}$ doesn't plot with subscript.

VSCODE - F1 -> Markdown PDF:Export (pdf) to convert it to .pdf

2. Some functions not working - Materials can be done in markdown. Using VS Code install Markdown Converter github, Markdown Converter through package manager, and when promted download chromium. For generating pdf this package works.

Presentations

Articles