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ESP
0.1
The Example-based Sensor Predictions (ESP) system tries to bring machine learning to the maker community.
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| ▼NGRT | |
| CFilter | |
| ▼CMFCC | |
| COptions | |
| CThresholdDetection | |
| CTriFilterBanks | |
| ▼Nmatplotlibcpp | |
| ▼Ndetail | |
| C_interpreter | |
| CASCIISerialStream | Input stream for reading ASCII data from a (USB) serial port |
| CAudioFileStream | Input stream for getting the FFT spectrum of an audio file as it plays. This class plays an audio file and supplies its 1024-sample / 512-bin FFT spectrum as input to the current pipeline. The spectrum is supplied every ~23 milliseconds (i.e. 441000 KHz / 1024 = ~43 Hz) |
| CAudioStream | Input stream for reading audio from the computer's microphone |
| CBaseSerialInputStream | |
| CBinaryIntArraySerialStream | |
| CCalibrateProcess | A data sample to be collected by the user and callback for processing that sample |
| CCalibrateResult | CalibrateResult indicates if the calibration is successful or not |
| CCalibrator | Specifies data samples and code used to calibrate incoming sensor data |
| CFirmataStream | Input stream for reading analog data from an Arduino running Firmata. To use an FirmataStream in your application, pass it to useInputStream() in your setup() function |
| CInputStream | Base class for input streams that provide live sensor data to the ESP system. To use an InputStream instance in your application, pass it to useInputStream() in your setup() function |
| ▼CInteractivePlot | |
| CNoValueHighlightedCallbackArgs | |
| CRangeSelectedCallbackArgs | |
| CValueHighlightedCallbackArgs | |
| CInteractiveTimeSeriesPlot | |
| CIOStream | |
| CIOStreamVector | |
| CLogEnergy | |
| CMacOSKeyboardOStream | Emulate keyboard key presses corresponding to prediction results |
| CMacOSMouseOStream | Emulate mouse double-clicks at locations corresponding to prediction results |
| CofApp | |
| CofConsoleFileLoggerChannel | A logger channel that logs its messages to the console and a log file |
| COscInputStream | Listening for data inputs over OSC |
| COStream | Base class for output streams that forward ESP prediction results to other systems |
| COStreamVector | Base class for output streams that forward ESP pipeline output to other systems |
| CPalette | |
| CPlotter | |
| CSerialStream | |
| CStream | |
| CTcpInputStream | Listening for data inputs over a TCP socket |
| CTcpOStream | Send strings over a TCP socket based on pipeline predictions |
| CTrainingDataManager | TrainingDataManager class encloses GRT::TimeSeriesClassificationData and improves upon by adding utility functions that relabel, delete or trim some training samples |
| CTrainingDataManagerTest | |
| CTrainingSampleCheckerResult | TrainingSampleCheckerResult indicates the result of a check of a training sample |
| CTrainingSampleGuiListener | |
| CTuneable |