tfCodeGenerator Playground
Tensorflow playground with code generation
Tensorflow plaground is a website developed by the tensorflow team to help visualize how neural networks learn. It’s available here.
It however did not give the code for implementing the visualized model in python. So we modfified the code and UI to generate th corresponding code. Our version of the site is available here.
Demo of our deployed site
Check out the modified code here.
The edits were done in typescript, and the generated code is in python.
A lot of the information regarding the visualized model was available in the site url itself. So it was simply a job of parsing it and printing the corresponding python code.