https://github.com/bendavidaaron/dumb-calculator

Webapp simulating a one-function calculator, powered by Keras
https://github.com/bendavidaaron/dumb-calculator

calculator ironically-shitty keras keras-tensorflow neural-network webapp

Last synced: 28 days ago
JSON representation

Webapp simulating a one-function calculator, powered by Keras

• Host: GitHub
• URL: https://github.com/bendavidaaron/dumb-calculator
• Owner: BenDavidAaron
• License: gpl-2.0
• Created: 2018-02-02T23:52:48.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2018-02-24T04:01:01.000Z (almost 7 years ago)
• Last Synced: 2024-11-17T08:36:27.455Z (3 months ago)
• Topics: calculator, ironically-shitty, keras, keras-tensorflow, neural-network, webapp
• Language: Jupyter Notebook
• Homepage: https://dumb-calculator.herokuapp.com/
• Size: 517 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# dumb-calculator

A webapp simulating a one function calculator, powered by Keras.

Why preform a *simple* task in a *simple way*, when you can preform a simple task in a __really complex__ way?

Machine Learning has been applied to a range of complex and pressing problems: 

[identifying cancer tumors](https://www.ibm.com/blogs/research/2016/11/identifying-skin-cancer-computer-vision/) and [classifiying particle collsions](https://www.nature.com/news/artificial-intelligence-called-in-to-tackle-lhc-data-deluge-1.18922).

However, has anybody ever applied these statistical methods to the addition of two single digit integers? 

Today, [we step into the bold unknown](https://dumb-calculator.herokuapp.com/)!

### Motivations:

I undertook this project to get practice working with Keras. 

I know this problem (regression) isn't a good application of neural nets (suited to classification), but I think the best way to learn a complex technology is to do something simple with it.

Hopefully, this will be worth a laugh, like my [other calculator](https://github.com/BenDavidAaron/bad-calculator), on which this one is based (and heavily derivative of).