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mthede

PROFILE

Mthede

Marie Thederan contributed to the assume-framework/assume repository by developing and refining features for energy trading simulation and reinforcement learning workflows. She enhanced timeseries observation handling and modularized observation generation using Python and object-oriented design, improving maintainability and testability. Marie updated tutorials and documentation to align with the latest PyPSA API, reducing onboarding friction and supporting developer readiness. She also corrected cost modeling logic for storage operations, ensuring calculations accurately reflected real-world scenarios, and stabilized the test suite through targeted unit testing. Her work demonstrated depth in backend development, code refactoring, and technical writing, resulting in more robust and user-friendly tools.

Overall Statistics

Feature vs Bugs

33%Features

Repository Contributions

14Total
Bugs
4
Commits
14
Features
2
Lines of code
4,704
Activity Months3

Your Network

24 people

Same Organization

@student.kit.edu
8

Shared Repositories

16

Work History

July 2025

9 Commits • 1 Features

Jul 1, 2025

Monthly summary for 2025-07 focused on delivering features, fixing critical issues, and strengthening the underlying cost model in assume-framework/assume. Highlights include documentation and tutorial enhancements for reinforcement learning, alignment of cost calculations with a simplified model, and stabilization of tests and mocks to reflect changes.

June 2025

4 Commits • 1 Features

Jun 1, 2025

June 2025 monthly summary for assume-framework/assume. Delivered key feature improvements to timeseries observation handling and refined energy cost modeling, with a focus on modularity, test coverage, and real-world alignment of costs.

January 2025

1 Commits

Jan 1, 2025

January 2025 (2025-01) — Assume framework (assume-framework/assume) focused on documentation compatibility and developer experience. Primary effort centered on updating tutorials to align with PyPSA 0.32.0+ API, fixing deprecation warnings, and updating release notes to reflect version changes and bug fixes. Resulting changes reduce onboarding friction, improve user guidance for upgrading to the latest API, and enhance maintainability of the tutorials and release documentation.

Activity

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Quality Metrics

Correctness81.4%
Maintainability82.8%
Architecture75.8%
Performance67.0%
AI Usage21.4%

Skills & Technologies

Programming Languages

JSONJupyter NotebookMarkdownPythonRSTreStructuredText

Technical Skills

API IntegrationBackend DevelopmentClass InitializationCode RefactoringCost ModelingData ScienceData VisualizationDefault Parameter AdjustmentDocumentationEnergy Storage SystemsEnergy Trading SimulationJupyter NotebooksKeyword ArgumentsMachine LearningObject-Oriented Programming

Repositories Contributed To

1 repo

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

assume-framework/assume

Jan 2025 Jul 2025
3 Months active

Languages Used

JSONPythonreStructuredTextJupyter NotebookMarkdownRST

Technical Skills

API IntegrationDocumentationPython DevelopmentClass InitializationDefault Parameter AdjustmentEnergy Trading Simulation