ENH: externalize MapieClassifier methods into several non-conformity scores#476

Merged

thibaultcordier merged 46 commits intomasterfrom 467-ncs-classification

Jul 17, 2024

+3,405-1,521

Commits on Jul 1, 2024

UPD: factorize MapieClassifier methods into several non-conformity scores + generic adaptation
Thibault Cordier
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FIX: path access in test doctring
Thibault Cordier
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FIX: adapt exemple code with new signatures
Thibault Cordier
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Commits on Jul 2, 2024

UPD: check tests for additional parameters in residual normalized score
Thibault Cordier
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UPD: typing and doctring in score classes
Thibault Cordier
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UPD: use y_enc as additional parameters to conserve label encoding
Thibault Cordier
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UPD: change greater equal to less equal
Thibault Cordier
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UPD: docstring to explain parameters of get_sets
Thibault Cordier
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Commits on Jul 3, 2024

UPD: remove useless methods et attributes (estimation distribution) for classification score
Thibault Cordier
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UPD: decompose APS into Naive, APS and RAPS + new abtract methods for classification
Thibault Cordier
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UPD: improve docstring of score classes
Thibault Cordier
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UPD: refacto changes in history file
Thibault Cordier
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Commits on Jul 4, 2024

UPD: add missing attributes + keep quantiles_ attribute
Thibault Cordier
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UPD: remove obsolete 'method' attribute and methods in conformity score
Thibault Cordier
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UPD: reduce doctring
Thibault Cordier
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UPD: change method name
Thibault Cordier
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Commits on Jul 5, 2024

DOC: change docstring and useless cast
Thibault Cordier
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UPD: remove useless cast + reformat typing
Thibault Cordier
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FIX: float conversion removed
Thibault Cordier
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UPD: move methods relative to aps, from naive to aps
Thibault Cordier
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UPD: move get_true_label_cumsum_proba to class method
Thibault Cordier
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UPD: add test wrong method in conformity score
Thibault Cordier
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FIX: add missing docstring
Thibault Cordier
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UPD: change default attribute as done in MapieRegressor
Thibault Cordier
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Commits on Jul 11, 2024

UPD: manage class method with conflict warning
Thibault Cordier
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UPD: reorganize conformity score tests
Thibault Cordier
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UPD: corrected doctring + comments + minor corrections
Thibault Cordier
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Commits on Jul 12, 2024

UPD: move split data into conformity score + side effect changes
Thibault Cordier
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FIx: type-check casting
Thibault Cordier
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UPD: add attributes in doctring
Thibault Cordier
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UPD: add description in tests
Thibault Cordier
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UPD: add all conformity scores to test + test same results with method and score parameters
Thibault Cordier
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UPD: doctring parameters
Thibault Cordier
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UPD: move dict at the top of file
Thibault Cordier
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UPD: add all check tests when parameters are wrong
Thibault Cordier
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Commits on Jul 15, 2024

UPD: add deprecated value check
Thibault Cordier
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UPD: short value check command
Thibault Cordier
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FIX: unhashable list
Thibault Cordier
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UPD: set_external_attributes common method
Thibault Cordier
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Commits on Jul 16, 2024

UPD: change with correct conformity score name
Thibault Cordier
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UPD: change class and method names
Thibault Cordier
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FIX: line too long
Thibault Cordier
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UPD: move check cv - cs function
Thibault Cordier
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FIX: typo in docstring and variable names
Thibault Cordier
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UPD: change interval to set
Thibault Cordier
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Commits on Jul 17, 2024

UPD: documentation with score api
Thibault Cordier
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