scikit-learn-contrib/MAPIE
Oct 2025 – Apr 2026
7 Months active
Languages Used
PythonTOMLMarkdown
Technical Skills
Code FormattingConfiguration ManagementDocumentationLintingPython DevelopmentTesting
GBrelurut
PROFILE
Gbrelurut
Geoffray Brelurut contributed to the scikit-learn-contrib/MAPIE repository by delivering seven features and two bug fixes over seven months, focusing on maintainability, documentation, and modularity. He refactored core components such as the MultiLabelClassificationController and utility modules to simplify architecture and improve future scalability. Using Python and TOML, Geoffray enhanced code quality through linting upgrades and configuration management, and strengthened the release process with robust testing and version control practices. His work also addressed time series regression bugs and clarified governance documentation, demonstrating a methodical approach to both technical depth and community standards within the MAPIE project.
Overall Statistics
Feature vs Bugs
78%Features
Repository Contributions
13Total
Bugs
2
Commits
13
Features
7
Lines of code
18,872
Activity Months7
Your Network
17 peopleShared Repositories
17
Work History
April 2026
1 Commits • 1 Features
Apr 1, 2026April 2026 monthly summary for scikit-learn-contrib/MAPIE: Focused on governance documentation quality and contributor experience. Delivered updates to the Code of Conduct documentation to ensure accurate reporting channels and alignment with community leadership, enabling clearer escalation paths for incidents. Maintained repository health through adherence to contribution guidelines and documentation standards.
1 Commits • 1 Features
Apr 1, 2026April 2026 monthly summary for scikit-learn-contrib/MAPIE: Focused on governance documentation quality and contributor experience. Delivered updates to the Code of Conduct documentation to ensure accurate reporting channels and alignment with community leadership, enabling clearer escalation paths for incidents. Maintained repository health through adherence to contribution guidelines and documentation standards.
April 2026
March 2026
2 Commits • 1 Features
Mar 1, 2026Monthly work summary for 2026-03 focused on MAPIE repository. Delivered an experimental modular subsystem initializer and updated release notes/history, including cleanup of documentation (Sphinx thumbnail reference). No major bugs fixed this period; efforts concentrated on feature delivery and laying groundwork for extensibility, with clear business value in enabling modular, scalable enhancements.
March 2026
2 Commits • 1 Features
Mar 1, 2026Monthly work summary for 2026-03 focused on MAPIE repository. Delivered an experimental modular subsystem initializer and updated release notes/history, including cleanup of documentation (Sphinx thumbnail reference). No major bugs fixed this period; efforts concentrated on feature delivery and laying groundwork for extensibility, with clear business value in enabling modular, scalable enhancements.
February 2026
1 Commits
Feb 1, 2026February 2026 MAPIE monthly summary: Delivered a focused Time Series Regressor bug fix that enables independent updates of scores and confidence levels, with a rollback to the v0 behavior to decouple score updates from confidence updates. This was accompanied by targeted updates to tests, documentation, and examples to ensure the new behavior is well-tested and easy to adopt, and by code adjustments to reflect the new update() semantics.
1 Commits
Feb 1, 2026February 2026 MAPIE monthly summary: Delivered a focused Time Series Regressor bug fix that enables independent updates of scores and confidence levels, with a rollback to the v0 behavior to decouple score updates from confidence updates. This was accompanied by targeted updates to tests, documentation, and examples to ensure the new behavior is well-tested and easy to adopt, and by code adjustments to reflect the new update() semantics.
February 2026
January 2026
1 Commits • 1 Features
Jan 1, 2026January 2026 MAPIE monthly summary focused on codebase refactor for utility functions and calibration/regression modules to improve maintainability and future scalability.
January 2026
1 Commits • 1 Features
Jan 1, 2026January 2026 MAPIE monthly summary focused on codebase refactor for utility functions and calibration/regression modules to improve maintainability and future scalability.
December 2025
1 Commits • 1 Features
Dec 1, 20252025-12 MAPIE monthly summary: Implemented a major architectural refactor for the MultiLabelClassificationController by removing inheritance from BaseEstimator and ClassifierMixin, simplifying the class structure and improving maintainability and flexibility. Change documented in commit 01fd58d04b66f0780bc942bfe4f71978bfe720c6 (#836).
1 Commits • 1 Features
Dec 1, 20252025-12 MAPIE monthly summary: Implemented a major architectural refactor for the MultiLabelClassificationController by removing inheritance from BaseEstimator and ClassifierMixin, simplifying the class structure and improving maintainability and flexibility. Change documented in commit 01fd58d04b66f0780bc942bfe4f71978bfe720c6 (#836).
December 2025
November 2025
5 Commits • 2 Features
Nov 1, 2025November 2025 MAPIE contributions focused on delivering MAPIE 1.2.0 with a strengthened release process and robust testing. Key outcomes include a version bump to 1.2.0 and updated release checklist to enable smooth TestPyPI publishing; significant improvements to test robustness and sklearn compatibility with updated theoretical validity tests; no major user-facing bugs fixed this month, with fixes concentrated in test infrastructure and process documentation. These efforts enhance production readiness, reduce release risk, and demonstrate strong collaboration and technical ownership.
November 2025
5 Commits • 2 Features
Nov 1, 2025November 2025 MAPIE contributions focused on delivering MAPIE 1.2.0 with a strengthened release process and robust testing. Key outcomes include a version bump to 1.2.0 and updated release checklist to enable smooth TestPyPI publishing; significant improvements to test robustness and sklearn compatibility with updated theoretical validity tests; no major user-facing bugs fixed this month, with fixes concentrated in test infrastructure and process documentation. These efforts enhance production readiness, reduce release risk, and demonstrate strong collaboration and technical ownership.
October 2025
2 Commits • 1 Features
Oct 1, 2025Monthly summary for 2025-10 for the scikit-learn-contrib/MAPIE repository, focusing on documentation accuracy and code quality tooling. Delivered two key improvements that strengthen reliability, maintainability, and developer productivity: 1) Documentation alignment for CRC test behavior, ensuring test delta_none_crc documentation reflects that a warning is raised when the estimator is None for the CRC method; 2) Code quality tooling upgrade with Ruff integration and lint-config refinements, including pyproject.toml updates and notebook exclusions. These efforts reduce miscommunication about behavior, standardize code style, and streamline contributor onboarding and reviews.
2 Commits • 1 Features
Oct 1, 2025Monthly summary for 2025-10 for the scikit-learn-contrib/MAPIE repository, focusing on documentation accuracy and code quality tooling. Delivered two key improvements that strengthen reliability, maintainability, and developer productivity: 1) Documentation alignment for CRC test behavior, ensuring test delta_none_crc documentation reflects that a warning is raised when the estimator is None for the CRC method; 2) Code quality tooling upgrade with Ruff integration and lint-config refinements, including pyproject.toml updates and notebook exclusions. These efforts reduce miscommunication about behavior, standardize code style, and streamline contributor onboarding and reviews.
October 2025
Activity
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Quality Metrics
Correctness93.8%
Maintainability93.8%
Architecture92.4%
Performance90.8%
AI Usage35.4%
Skills & Technologies
Programming Languages
MarkdownPythonTOML
Technical Skills
Code FormattingCode MaintenanceConfiguration ManagementData ScienceDocumentationLintingPythonPython DevelopmentPython developmentPython programmingSoftware RefactoringTestingcommunity managementdata sciencedocumentation
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