ERGO-Code/HiGHS
Dec 2024 – Mar 2025
2 Months active
Languages Used
C++CMakePythonStubs
Technical Skills
Build SystemCMakeCompiler FlagsCode CleanupLinear ProgrammingOptimization
Arnaud Baguet
PROFILE
Arnaud Baguet
Arnaud Baguet contributed to the ERGO-Code/HiGHS repository by developing multi-objective optimization capabilities in HighSpy, enabling users to define and manage multiple linear objectives for lexicographic optimization workflows. He implemented a core API in Python, updated type stubs for improved downstream usage, and enhanced the test suite with explicit tolerance handling and code cleanup to ensure reliability. Additionally, Arnaud improved build reliability by introducing conditional application of compiler flags in CMake, preventing cross-architecture build errors in C++. His work demonstrated a thoughtful approach to both feature development and infrastructure stability, addressing project risk and supporting robust optimization solutions.
Overall Statistics
Feature vs Bugs
67%Features
Repository Contributions
5Total
Bugs
1
Commits
5
Features
2
Lines of code
120
Activity Months2
Work History
March 2025
4 Commits • 2 Features
Mar 1, 2025March 2025 performance snapshot for ERGO-Code/HiGHS focused on enabling robust multi-criteria optimization workflows and strengthening test reliability. Delivered capabilities for multi-objective optimization in HighSpy, along with API and typing support, while improving test coverage and stability to reduce project risk for future feature work.
4 Commits • 2 Features
Mar 1, 2025March 2025 performance snapshot for ERGO-Code/HiGHS focused on enabling robust multi-criteria optimization workflows and strengthening test reliability. Delivered capabilities for multi-objective optimization in HighSpy, along with API and typing support, while improving test coverage and stability to reduce project risk for future feature work.
March 2025
December 2024
1 Commits
Dec 1, 2024December 2024 monthly summary for ERGO-Code/HiGHS focusing on build reliability and cross-architecture flag safety. Implemented guarded application of performance optimization flags to ensure -mpopcntd and -mpopcnt are only used when supported by the compiler, preventing build errors and maintaining correct performance behavior across architectures.
December 2024
1 Commits
Dec 1, 2024December 2024 monthly summary for ERGO-Code/HiGHS focusing on build reliability and cross-architecture flag safety. Implemented guarded application of performance optimization flags to ensure -mpopcntd and -mpopcnt are only used when supported by the compiler, preventing build errors and maintaining correct performance behavior across architectures.
Activity
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Quality Metrics
Correctness92.0%
Maintainability92.0%
Architecture88.0%
Performance84.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
C++CMakePythonStubs
Technical Skills
Build SystemCMakeCode CleanupCompiler FlagsLinear ProgrammingOptimizationOptimization LibrariesPythonPython DevelopmentSoftware DevelopmentTestingUnit Testing
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