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Python Simulation

Estimate the compression ratios using python and data from other detectors.

convert_data.py

The convert_data.py takes the data files defined in utils.py and turns them into 10-bit 128x128 pixel data files. It does this by combining adjacent pixels and then scaling everything so the maximum value in the whole dataset is 1023.

estimate_compression.ipynb

This is a Jupyter notebook that does some analysis on the files generated by convert_data.py. Those preconverted files can also be found here (they need to be placed in a data/ folder in this directory).