QMCSoftware/QMCSoftware
Jun 2025 – Jun 2025
1 Month active
Languages Used
C++JinjaPythonTorch
Technical Skills
Code CleanupCode RefactoringDeep LearningError HandlingGNNGNNs
Sealybla
PROFILE
Sealybla
Developed and delivered the Matrix Product Matrix Chain (MPMC) module for the QMCSoftware/QMCSoftware repository, implementing a modular MPNN-based architecture with core model, training scripts, and utilities to support advanced experimentation in scientific computing. Focused on maintainability and extensibility, the work included code refactoring, improved sample generation, and robust hyperparameter handling using Python and PyTorch. Enhanced reliability by strengthening error handling for C library loading, reducing runtime failures. Additionally, cleaned up legacy code by removing outdated Lattice run.py examples, streamlining the codebase. Demonstrated depth in deep learning, graph neural networks, and numerical methods within a well-structured software design.
Overall Statistics
Feature vs Bugs
67%Features
Repository Contributions
15Total
Bugs
1
Commits
15
Features
2
Lines of code
1,506
Activity Months1
Your Network
15 peopleShared Repositories
15
Work History
June 2025
15 Commits • 2 Features
Jun 1, 2025June 2025 monthly summary: Delivered the Matrix Product Matrix Chain (MPMC) module with core model, training, and utilities; cleaned up legacy examples; and hardened C library loading. Strengthened code organization, maintainability, and reliability to accelerate experimentation and reduce runtime errors.
15 Commits • 2 Features
Jun 1, 2025June 2025 monthly summary: Delivered the Matrix Product Matrix Chain (MPMC) module with core model, training, and utilities; cleaned up legacy examples; and hardened C library loading. Strengthened code organization, maintainability, and reliability to accelerate experimentation and reduce runtime errors.
June 2025
Activity
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Quality Metrics
Correctness81.4%
Maintainability82.8%
Architecture80.0%
Performance68.0%
AI Usage22.6%
Skills & Technologies
Programming Languages
C++JinjaPythonTorch
Technical Skills
Code CleanupCode RefactoringDeep LearningError HandlingGNNGNNsGraph Neural NetworksMachine LearningNumerical MethodsObject-Oriented ProgrammingPackage ManagementPyTorchPythonRefactoringScientific Computing
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