Building Machine Learning Apps with Gradio

The best way to share machine learning models is through interactive web applications that let stakeholders try the models for themselves. By playing with the model through a graphical interface, stakeholders can develop an intuition for how the model works in a way that would be impossible by analyzing average performance metrics or hand-picked examples.

Building web applications for machine learning requires significant knowledge of web development (css, js) and web hosting which are not in the typical data scientist's tool box.  …

Micropython wiggles a mustache

Show off a micropython framework for my mini mustached robot. It's the same robot the I showed the last time, but now it has code and works!

Topics include:
event loop

anyncio

state machines

synchronous event management

web hosted interface with repl like repl thing

Micropython turns on a light

Last time I talked about Micropython I didn't show any code. 

This time I have code:

>>> from machine import Pin
>>> p=Pin("D13", Pin.OUT)
>>> p.value(1)

That turns on an LED.  We will talk about what that means, how it happens and the implications of this is the software that makes electronics happen.

There are a few more lines of the same nature: check the state of a switch gives is the I in IO.  For extra credit, …