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Andreas Kofler

PROFILE

Andreas Kofler

Contributed to the PTB-MR/mrpro repository by developing three features over two months, focusing on stability, maintainability, and advanced tensor processing. Work included updating the pydicom dependency to ensure ongoing compatibility and security, as well as refactoring core components such as ProximableFunctional and LinearOperator to improve code clarity and prevent side effects. Additionally, implemented a Convolutional Dictionary Operator to enhance tensor analysis and synthesis workflows within the framework. Leveraged expertise in Python, PyTorch, and numerical computing, with a strong emphasis on operator theory and dependency management, resulting in a more robust and extensible codebase for future development.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

3Total
Bugs
0
Commits
3
Features
3
Lines of code
663
Activity Months2

Work History

April 2026

1 Commits • 1 Features

Apr 1, 2026

April 2026: Implemented a Convolutional Dictionary Operator for tensor processing in PTB-MR/mrpro, enabling enhanced tensor analysis and synthesis workflows and expanding framework capabilities. The feature was delivered via the commit 'Add Convolutional Dictionary Operator (#981)', with co-authorship by Felix Zimmermann.

March 2025

2 Commits • 2 Features

Mar 1, 2025

March 2025 performance summary for PTB-MR/mrpro. Focused on stability, correctness, and maintainability through dependency maintenance and targeted refactoring. No major bugs fixed during this period; work prioritized clean APIs and safer code paths to support future feature delivery and production reliability.

Activity

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Quality Metrics

Correctness93.4%
Maintainability86.6%
Architecture93.4%
Performance80.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

PythonTOML

Technical Skills

Deep LearningDependency ManagementMathematicsNumerical ComputingOperator TheoryPyTorchTensor Processing

Repositories Contributed To

1 repo

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

PTB-MR/mrpro

Mar 2025 Apr 2026
2 Months active

Languages Used

PythonTOML

Technical Skills

Dependency ManagementNumerical ComputingOperator TheoryDeep LearningMathematicsPyTorch