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The Example-based Sensor Predictions (ESP) system applies machine learning to real-time sensor data.

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Probably ESP should create a TCP server that the client can connect to. Specifically, I'm thinking it would be nice to support the Arduino MKR1000, which has built-in wifi.

component-streams
core

This might be useful if, for example, one Arduino will be in someone's hand (for gesture recognition) and another will be controlling something else.

component-streams
core

For instance, if the number of parameters in the file is different from the number of current parameters.

component-tuning parameters
core
save-load

The toggle buttons sometimes start being drawn as squares and seem to stop responding to user input:

ui
component-tuning parameters

Audio data might be accumulating in a separate thread during training.

component-live stream
core

e.g. dog barking, cat meowing, bell ringing, etc.

examples

For detecting what kind of environment you're in based on the ambient sounds.

examples

Right now, we only create the serial port selection menu if the ASCIISerialStream is used as the input stream (and there's no serial port specified in its constructor). We should...

ui
component-streams
core