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

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Currently, when in "feature view" (i.e. displaying live data and training samples as features), the features are dynamically calculated from the training samples when navigating between training samples. This uses...

component-training data
component-live stream
component-pipeline
core
bug

I've tried building ESP in Visual Studio Community 2015 twice, restarting with fresh git clones, and I get this error, which I haven't been able to fix: 2>c:\users\hans cox\documents\esp-github\esp\xcode\esp\src\istream.h(14): fatal...

build

w/o openFrameworks, once the model is trained.

build

If we're in feature mode and a new training sample is recorded, its features aren't plotted until you navigate to a different sample and then back to the new sample.

ui
component-training data

This would facilitate experimentation with the behavior / influence of individual training samples on the overall pipeline performance. This would be particularly useful when used in combination with the analysis...

ui
component-training data
core

Use SerialBaseClass https://github.com/damellis/ESP/blob/master/Xcode/ESP/src/istream.h#L128

component-streams
core

This doesn't necessarily need to involve large changes, but it would be good to provide more guidance as to the sequence of steps the user needs to take. For instance,...

ui

It would be nice to have a way to specify the serial port as a command line argument in headless mode, #205, rather than having to hard code it in...

This code existed but caused exceptions so is now deleted.

component-streams
component-tuning parameters

But then what do we do if not all the addresses are in each packet? Just use the previous value of the other addresses? We also need a more general...

component-streams
core