Tsetlin Machine Toolkit

Logger Generator

Logger generator automatically creates TsetlinLoggerDefs.h and TsetlinLogger.h files from an XML description. The generated files can save TM state and other data in CSV format for visualization. The API is (supposedly) generic enough to be compatible with any C implementation of the TM; see logger XML documentation.

Package: ncl.tsetlin.tools.genlogger
Main class: GenLogger
Usage:

java -cp bin ncl.tsetlin.tools.genlogger.GenLogger logger.xml

Packed-Bits Format

Packed-Bits Format pkbits is a compact binarized input data format used by ClassParallelTM.

Package: ncl.tsetlin.tools.pkbits

• MnistData is a helper class that can read the original MNIST database.
• MnistToPng renders glyph previews into a large PNG image.
• ClassFilter separates MNIST data into independent "class-streams" in pkbits format where false data items are chosen randomly.
• PkBitsOutputStream is a helper class for writing pkbits; see MnistData.writeAsPkBits() for the use example.

TA State Spectrogram

Package: ncl.tsetlin.tools.spectrum
Main class: TsetlinTASpectrum
Usage:

java -cp bin ncl.tsetlin.tools.spectrum.TsetlinTASpectrum [options] <csv path>

To get the list of command line options:

java -cp bin ncl.tsetlin.tools.spectrum.TsetlinTASpectrum -help

Clause Similarity Chart

Package: ncl.tsetlin.tools.clauses