Some bug fixes related to combinations of categorical and discrete/continuous parameters #31
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…tion Discrete parameters are treated as categorical variables with the lowest value at 0. This is different compared to what happens to continuous parameters. As such, a modification of the optimization boundaries was needed for discrete parameters; they cannot be treated in the exact same manner as continuous ones.
The old version of this function failed when the features had the same number of options but not the same number of underlying descriptors (broadcasting issues). With the minor modification introduced, the function can now treat these situations as well.
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