bayesflow-org/bayesflow
Nov 2024 – Nov 2024
1 Month active
Languages Used
Jupyter NotebookPython
Technical Skills
BayesFlowBayesian InferenceMachine LearningPythonRoadRunnerSBML
arrjon
PROFILE
Arrjon
Jonas Arruda developed an SBML model import and simulation example notebook for the bayesflow-org/bayesflow repository, enabling end-to-end modeling, simulation, and Bayesian inference workflows within the BayesFlow framework. He integrated RoadRunner for SBML model simulation and demonstrated how to define generative models, including simulators and priors, in Python and Jupyter Notebook. His work showcased the application of systems biology models in BayesFlow, providing a reproducible example that guides users through model import, simulation, and inference. By enhancing documentation and onboarding materials, Jonas improved accessibility and adoption of SBML-enabled workflows, delivering a technically deep and well-documented feature for the project.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
1Total
Bugs
0
Commits
1
Features
1
Lines of code
762
Activity Months1
Your Network
16 peopleSame Organization
@uni-bonn.de6
Work History
November 2024
1 Commits • 1 Features
Nov 1, 2024November 2024 Monthly Summary for bayesflow-org/bayesflow focusing on feature delivery and technical impact. Highlighted work centers on SBML integration and end-to-end demonstration of modeling, simulation, and Bayesian inference within the BayesFlow framework.
1 Commits • 1 Features
Nov 1, 2024November 2024 Monthly Summary for bayesflow-org/bayesflow focusing on feature delivery and technical impact. Highlighted work centers on SBML integration and end-to-end demonstration of modeling, simulation, and Bayesian inference within the BayesFlow framework.
November 2024
Activity
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Quality Metrics
Correctness80.0%
Maintainability80.0%
Architecture80.0%
Performance60.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
Jupyter NotebookPython
Technical Skills
BayesFlowBayesian InferenceMachine LearningPythonRoadRunnerSBMLSystems Biology
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