WIP: Breaking changes

Many breaking changes:

• Use a less biometric-related name for functions (setup aliases)
• Reduce package-namespace cluttering by moving elements to submodules
• Improve confidence interval and add credible region analysis support, documentation, plotting support and paired system comparison. Limited testing is available for the time being
• Reduce to a bare minimal the amount of stuff that needs to numba-fied. Everything else can be just proper Python code.
• Pin matplotlib to 3.4.x to avoid issues with multi-page PDF output with 3.5.0

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changed title from Andres upgrades to WIP: Breaking changes

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• 306a9ea7 - [bob.measure.binary] Fix math-enable docstrings
• f307973e - [bob.measure.credible_region] spacing on docstrings
• bb5ce714 - [doc] Create a dedicated section for credible intervals

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• cf070837 - [bob.measure.binary] Fix math-enable docstrings
• c2b7a77d - [bob.measure.credible_region] spacing on docstrings
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• fafe85a4 - [credible region] Added implementation to return the credible region for the...
• 7ba50ade - [credible region] fixed the modifications of the implementation for the F1score
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• f70730cf - [doc] Fix documentation errors
• cfc865aa - Finalize first draft of ROC/PR curve with CI visualization (and AUC estimation)
• 602d5757 - Implements paired comparison; Externalize examples; Improve ROC bound...
• b6a774a4 - [doc] Ensure precision on demonstration
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• a93a031b - Merge branch 'antonio-merge' into 'andres-upgrades'

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• 12846970 - [bob.measure.binary] Fix math-enable docstrings
• b72c1f28 - [bob.measure.credible_region] spacing on docstrings
• 969227bb - [doc] Create a dedicated section for credible intervals
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• ceeee96a - [credible region] Added implementation to return the credible region for the...
• b3ace5aa - [credible region] fixed the modifications of the implementation for the F1score
• 077f6241 - [confidence_interval] Fix import
• 6abcc61c - [doc] Fix documentation errors
• 92aa1fb4 - Finalize first draft of ROC/PR curve with CI visualization (and AUC estimation)
• a4d8e6ed - Implements paired comparison; Externalize examples; Improve ROC bound...
• bdde3a06 - [doc] Ensure precision on demonstration
• 18223a01 - [conda] Pin matplotlib to x.x
• 3c7c7b53 - [tests] Add tests for bayesian CI estimation

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mentioned in issue bob.bio.base#165

I am starting to review this, might take some time as it is quite dense. Let me know if there is any part of this I should especially focus on.

Regarding the moving of elements to submodules (bob.measure.binary, bob.measure.brute_force, etc...) do we have some idea of how many other packages will require adaptation once we merge ?