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

doc/api.rst

@@ -14,6 +14,8 @@ Binary Classification
 ---------------------
 
 .. autosummary::
+   :toctree: api
+
    bob.measure.binary
 
 
@@ -21,6 +23,8 @@ Regression
 ----------
 
 .. autosummary::
+   :toctree: api
+
    bob.measure.regression
 
 
@@ -28,6 +32,8 @@ Confidence Intervals and Credible Regions
 -----------------------------------------
 
 .. autosummary::
+   :toctree: api
+
    bob.measure.confidence_interval
    bob.measure.credible_region
 
@@ -36,6 +42,8 @@ Brute-force Threshold Estimation
 --------------------------------
 
 .. autosummary::
+   :toctree: api
+
    bob.measure.brute_force
 
 
@@ -43,6 +51,8 @@ Curve
 -----
 
 .. autosummary::
+   :toctree: api
+
    bob.measure.curves
 
 
@@ -50,6 +60,8 @@ Cumulative Match Characteristics
 --------------------------------
 
 .. autosummary::
+   :toctree: api
+
    bob.measure.cmc
 
 
@@ -57,6 +69,8 @@ Sensitivity Analysis
 --------------------
 
 .. autosummary::
+   :toctree: api
+
    bob.measure.sensitivity
 
 
@@ -64,6 +78,8 @@ Figure Plotting
 ---------------
 
 .. autosummary::
+   :toctree: api
+
    bob.measure.plot
 
 
@@ -71,6 +87,8 @@ Score I/O
 ---------
 
 .. autosummary::
+   :toctree: api
+
    bob.measure.load
 
 
@@ -78,6 +96,8 @@ Score Calibration
 -----------------
 
 .. autosummary::
+   :toctree: api
+
    bob.measure.calibration
 
 
@@ -85,6 +105,8 @@ Other Utilities
 ---------------
 
 .. autosummary::
+   :toctree: api
+
    bob.measure.utils
 
 
@@ -92,4 +114,6 @@ Plotting
 --------
 
 .. autosummary::
+   :toctree: api
+
    bob.measure.plot