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Baptiste Legouix

PROFILE

Baptiste Legouix

Worked on the deepinv/deepinv repository to expand TomographyWithAstra, enabling support for non-cubical 3D phantoms by extending input and output shape handling. This enhancement allows researchers to model a broader range of tomography scenarios with greater realism. The implementation involved modifying Python code to accommodate flexible data shapes, adding unit and integration tests to ensure robust handling of non-cubic signals, and updating both the changelog and inline documentation for clarity. Collaborated with other contributors through code reviews and maintained adherence to project quality standards, leveraging skills in Python, data science, and machine learning throughout the development process.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
65
Activity Months1

Work History

April 2026

1 Commits • 1 Features

Apr 1, 2026

April 2026: Expanded TomographyWithAstra to support non-cubical 3D phantoms by adjusting input/output shapes, accompanied by tests, changelog updates, and clearer input/output shape documentation. This enhancement broadens tomography workflow realism and enables researchers to model a wider range of phantoms with higher confidence. Work aligns with issue #1136 and PR #1137, and includes collaborative code reviews and adherence to project quality standards.

Activity

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Quality Metrics

Correctness80.0%
Maintainability80.0%
Architecture80.0%
Performance80.0%
AI Usage40.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

Pythondata sciencemachine learningtesting

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

deepinv/deepinv

Apr 2026 Apr 2026
1 Month active

Languages Used

Python

Technical Skills

Pythondata sciencemachine learningtesting