Skip to content

Navigation Menu

Appearance settings

View all features
- BY COMPANY SIZE
  Enterprises
  Small and medium teams
  Startups
  Nonprofits
- BY USE CASE
  App Modernization
  DevSecOps
  DevOps
  CI/CD
  View all use cases
- BY INDUSTRY
  Healthcare
  Financial services
  Manufacturing
  Government
  View all industries
View all solutions
- EXPLORE BY TOPIC
  AI
  Software Development
  DevOps
  Security
  View all topics
- EXPLORE BY TYPE
  Customer stories
  Events & webinars
  Ebooks & reports
  Business insights
  GitHub Skills
- SUPPORT & SERVICES
  Documentation
  Customer support
  Community forum
  Trust center
  Partners
View all resources
- COMMUNITY
  GitHub SponsorsFund open source developers
- PROGRAMS
  Security Lab
  Maintainer Community
  Accelerator
  Archive Program
- REPOSITORIES
  Topics
  Trending
  Collections
- ENTERPRISE SOLUTIONS
  Enterprise platformAI-powered developer platform
- AVAILABLE ADD-ONS
  GitHub Advanced SecurityEnterprise-grade security features
  Copilot for BusinessEnterprise-grade AI features
  Premium SupportEnterprise-grade 24/7 support
Pricing

Search code, repositories, users, issues, pull requests...

Search

Clear

Search syntax tips

Provide feedback

We read every piece of feedback, and take your input very seriously.

Include my email address so I can be contacted

Saved searches

Use saved searches to filter your results more quickly

Name

Query

To see all available qualifiers, see our documentation.

Appearance settings

You signed in with another tab or window. Reload to refresh your session. You signed out in another tab or window. Reload to refresh your session. You switched accounts on another tab or window. Reload to refresh your session.

Dismiss alert

scikit-learn-contrib / MAPIE Public

Notifications You must be signed in to change notification settings
Fork 135
Star 1.5k

Code
Issues 26
Pull requests 9
Discussions
Actions
Projects
Security
Insights

Additional navigation options

Code
Issues
Pull requests
Discussions
Actions
Projects
Security
Insights

feat: family-wise error rate (FWER) control#866

Merged

GBrelurut merged 145 commits intomasterscikit-learn-contrib/MAPIE:masterfrom

feat/fwerscikit-learn-contrib/MAPIE:feat/fwerCopy head branch name to clipboard

Mar 4, 2026

Conversation Commits145 (145)Checks Files changed

Merged

feat: family-wise error rate (FWER) control#866
GBrelurut merged 145 commits intomasterfrom
feat/fwer

Commits

Commits on Feb 23, 2026

init fwer method and graph object
hmaissoro
committed
add fwer_control
hmaissoro
committed
test bonferroni case
hmaissoro
committed
chore: remove comment
hmaissoro
committed
temporary fix coverage

allglc
authored and
hmaissoro
committed
add tests

allglc
authored and
hmaissoro
committed
fix coverage

allglc
authored and
hmaissoro
committed
update ltt to use fwer_control

allglc
authored and
hmaissoro
committed
rename method to control_fwer

allglc
authored and
hmaissoro
committed
fix improt bug

allglc
authored and
hmaissoro
committed
fix bug

allglc
authored and
hmaissoro
committed
add fixed sequential testing fwer algorithme
hmaissoro
committed
fix coverage
hmaissoro
committed
Ensure n_starts does not exceed number of tests
hmaissoro
committed
add warning to user
hmaissoro
committed
fix: add warning to user
hmaissoro
committed
init Sequential Graphical Testing of Bonferroni Holm
hmaissoro
committed
fst_ascending_multistart : add control on delta arg
hmaissoro
committed
fst_ascending_multistart: combine inputs tests as one unit test
hmaissoro
committed
sgt_bonferroni_holm: add tests
hmaissoro
committed
fix: typing
hmaissoro
committed
rename fwer_graph fwer_method
hmaissoro
committed
rename fst_ascending_multistart fst_ascending
hmaissoro
committed
FWERGraph object is not needed for now
hmaissoro
committed
rename n_tests n_lambdas
hmaissoro
committed
rename fst_ascending_multistart fst_ascending
hmaissoro
committed
wrap all fwer algo in control_fwer
hmaissoro
committed
add tests for the new version of control_fwer
hmaissoro
committed
fix: format
hmaissoro
committed
fix: annotation
hmaissoro
committed
for fst, not a multistart by default
hmaissoro
committed
rename argument
hmaissoro
committed
implement the choice of fwer method in BCC
hmaissoro
committed
implement the choice of fwer method in ltt_procedure
hmaissoro
committed
return orignal p_values
hmaissoro
committed
fix: typing
hmaissoro
committed
replace elif by if
hmaissoro
committed
test bbc new fwer_method arg
hmaissoro
committed
test ltt_procedure's new arg fwer_method
hmaissoro
committed
fix: remove tampon argument _auto_selected
hmaissoro
committed
rename sgt_bonferroni_holm bonferroni_holm
hmaissoro
committed
NaN p-values are treated as non-significant
hmaissoro
committed
fix: format
hmaissoro
committed
init fwer exemple
hmaissoro
committed
example of fwer method
hmaissoro
committed
improve comments
hmaissoro
committed
chores
hmaissoro
committed
improve doc comments
hmaissoro
committed
improve comments
hmaissoro
committed
Refactor the FWER functions as instances of an ABC graph procedure
hmaissoro
committed
fix: mypy annotation
hmaissoro
committed
update method name
hmaissoro
committed
use len(.) instead of .size
hmaissoro
committed
rename idx hypothesis_index
hmaissoro
committed
refactor FTS
hmaissoro
committed
remove function and update control_fwer method
hmaissoro
committed
export classes
hmaissoro
committed
improve docstring
hmaissoro
committed
rename fst_ascending fixed_sequence
hmaissoro
committed
rename fst_ascending fixed_sequence
hmaissoro
committed
update message
hmaissoro
committed
update tests
hmaissoro
committed
remove **fwer_kargs and set n_starts=1 for the default FST algo
hmaissoro
committed
remove **fwer_kargs
hmaissoro
committed
set bonferroni_holm as default
hmaissoro
committed
remove **fwer_kargs
hmaissoro
committed
update tests names
hmaissoro
committed
leave "bonferroni" as default fwer
hmaissoro
committed
remove **fwer_kwargs from docstring
hmaissoro
committed
add on FST algo
hmaissoro
committed
format
hmaissoro
committed
update ltt_procedure's signature
hmaissoro
committed
update ltt_procedure's tests
hmaissoro
committed
re-implement bonferroni correction
hmaissoro
committed
update fwer control tests
hmaissoro
committed
BCC's api update
hmaissoro
committed
BCC's tests update
hmaissoro
committed
fix format
hmaissoro
committed
Bonferroni does not need to inherits from FWERProcedure
hmaissoro
committed
define FWER_METHODS variable and import it everywhere needed
hmaissoro
committed
use FWER_METHODS
hmaissoro
committed
update docstring
hmaissoro
committed
use FWER_METHODS
hmaissoro
committed
add test on _check_fwer_method
hmaissoro
committed
need the FWERProcedure signature for simplicity
hmaissoro
committed
create FWER_IMPLEMENTED for ease of maintenance
hmaissoro
committed
add test on _check_fwer_method
hmaissoro
committed
use "raise NotImplementedError" instead of pass
hmaissoro
committed
update tests
hmaissoro
committed
fix: typing
hmaissoro
committed
remove the dependence of FWERBonferroniCorrection on FWERProcedure
hmaissoro
committed
fix typing
hmaissoro
committed
for coverage
hmaissoro
committed
update tests
hmaissoro
committed
test fwer methods conservatism
hmaissoro
committed
fix coverage
hmaissoro
committed
fix coverage python 3.9.25 for self-hosted-ubuntu
hmaissoro
committed
fix: coverage
hmaissoro
committed
remove unproper import
hmaissoro
committed
fix coverage
hmaissoro
committed
fix coverage
hmaissoro
committed
fix coverage
hmaissoro
committed
fix coverage : try to not use "else"
hmaissoro
committed
last solution : use "pragma no cover"
hmaissoro
committed

Commits on Feb 25, 2026

init split fixed sequence testing
hmaissoro
committed
improve the learning method
hmaissoro
committed
set the learning method as private
hmaissoro
committed
improve _learn_fixed_sequence_order
hmaissoro
committed
call SFST in calibrate and update docstrings
hmaissoro
committed
add fwer_method="split_fixed_sequence"
hmaissoro
committed
add fwer_method="split_fixed_sequence"
hmaissoro
committed
fix typing
hmaissoro
committed
init test
hmaissoro
committed
not need control because it is an internal method
hmaissoro
committed
update tests
hmaissoro
committed
fix typing
hmaissoro
committed
fix typing
hmaissoro
committed
fix typing
hmaissoro
committed
These shapes are supposed to always match
hmaissoro
committed
feat: make the "learn_fixed_sequence_order" public and allow the user to split the data.
hmaissoro
committed

Commits on Feb 26, 2026

doc : add a reference of SFTS
hmaissoro
committed
correct typo
hmaissoro
committed
doc: init split fixed sequence testing example
hmaissoro
committed
remove the best Split FST star
hmaissoro
committed
add traget precision and Split FST precision
hmaissoro
committed
fix: format
hmaissoro
committed
improve plot
hmaissoro
committed

Commits on Feb 27, 2026

remove "#%%"
hmaissoro
committed
move comment
hmaissoro
committed
rename test
hmaissoro
committed
fix: take into account the multi-start case in FST
hmaissoro
committed
Test multi-start case in cas of FST
hmaissoro
committed

Commits on Mar 2, 2026

fix(FWERFixedSequenceTesting): compute multi-start indices as equal segments
hmaissoro
committed
update test
hmaissoro
committed
clarify comment
allglc
authored
fix format
allglc
committed

Commits on Mar 3, 2026

add references
allglc
committed
update docstring
hmaissoro
committed
improve FWER algorithme table
hmaissoro
committed
improve Split FST example
hmaissoro
committed
Improve examples: say that Bonferroni is the current default FWER method
hmaissoro
committed
Remove FWERSplitFixedSequenceTesting temporarily from this branch
hmaissoro
committed
remove _build_fwer to simplify
allglc
committed
add test
allglc
committed
fix typing
allglc
committed

Footer

© 2026 GitHub, Inc.

Footer navigation

Terms
Privacy
Security
Status
Community
Docs
Contact

You can’t perform that action at this time.