https://github.com/rishit-dagli/debugging-neural-nets

Learn how to debug your neural nets with gradient checking
https://github.com/rishit-dagli/debugging-neural-nets

Last synced: 6 months ago
JSON representation

Learn how to debug your neural nets with gradient checking

• Host: GitHub
• URL: https://github.com/rishit-dagli/debugging-neural-nets
• Owner: Rishit-dagli
• License: apache-2.0
• Created: 2020-04-14T14:28:40.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2020-04-14T14:40:21.000Z (over 5 years ago)
• Last Synced: 2025-02-10T01:44:05.440Z (8 months ago)
• Language: HTML
• Size: 473 KB
• Stars: 3
• Watchers: 3
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
# Debugging-Neural-Nets

Learn how to debug your neural nets with gradient checking

This repository contains the visualization and tex files for my blog here - https://medium.com/@rishit.dagli/debugging-your-neural-nets-and-checking-your-gradients-f4d7f55da167

## Tex file

The `.tex` file conatins all the latex code used for the blog and aalll the major formulas and a short recap of the blog. It is also compiled as a PDF.

## Visualization files

* GGB - The visualization and all its code and steps in a Geogebra readable format

* HTML - Renders the visualization on a webpage

* TXT - The code to run the visualization on Asymptote

![](https://miro.medium.com/max/1160/1*0xhCs_1em8AgmdyxUwHbIw.png)

![](https://miro.medium.com/max/1026/1*vTTHXl_X9VfWz2nu0xlPGA.png)

![](https://miro.medium.com/max/970/1*8cDgh5LErh_yLTk_3WDtow.png)