READ ME!.txt

A slimmed down version of final MSci project code for ML creation and adaptation for FPGAs and hls4ml fix. Contains examples for TTB and VBF detection using single neutrino as background.






Test Train Data Creation: Formatting of train and test data.

TF Model Creation: Contains TensorFlow code to build TTB and VBF detecting models.

HLS4ML: Contains TTB detector and VBF detector networks in form compatible for hls4ml conversion. Also contains hls4ml v0.2.0 fix with instructions.

Vivado HLS: Contains TTB detector and VBF detector networks as Vivado HLS projects post hls4ml conversion.

Analysis: Example code for producing ROC curves.

top.bit: Final bit file for TTB detector compatible with Serenity KU15p.