Basic maximum likelihood fitting with two (or more) event classes in Python

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Context 
 In a particle physics experiment, a lot of data is produced and must be analyzed to extract useful information.
This data typically consists of many independent observations of a “physics event” inside of some detector, which records information about the event.
Often the analysis boils down to classifying a large dataset of events into a few categories, with the…

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