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Improve fit

Merged Danilo Enoque Ferreira de Lima requested to merge parallelization into main
  • Estimate peak using a simple Gaussian filter and np.argmax to speed up fitting.
  • Calculate outliers with IsolationForest and per channel.
  • Add possibility of a polynomial fit on pes and sqrt(pes).
  • Add possibility of fitting with weights and function to get weights based on the XGM intensity to get a flatter response a as a function of intensity.
Edited by Danilo Enoque Ferreira de Lima

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