Fernando-JAL/Neurociencias-2025-2
May 2025 – May 2025
1 Month active
Languages Used
Python
Technical Skills
Computer VisionData PreprocessingData ScienceData VisualizationDecision TreesDeep Learning
Karimej
PROFILE
Karimej
During May 2025, Karime contributed to the Fernando-JAL/Neurociencias-2025-2 repository by developing course materials and machine learning tutorials aimed at improving student resources and reproducibility. She created and organized exam and assignment PDFs, ensuring proper placement within the repository. Karime also implemented a Jupyter Notebook tutorial using Python and Scikit-learn to demonstrate a DecisionTreeClassifier on the Iris dataset, covering data loading, training, and visualization. Additionally, she developed convolutional neural network models for brain tumor classification, including model training, evaluation, and comparison with other approaches. Her work included repository maintenance by removing deprecated files to enhance clarity and maintainability.
Overall Statistics
Feature vs Bugs
75%Features
Repository Contributions
8Total
Bugs
1
Commits
8
Features
3
Lines of code
3,791
Activity Months1
Your Network
37 peopleSame Organization
@comunidad.unam.mx17
Work History
May 2025
8 Commits • 3 Features
May 1, 2025May 2025 monthly summary for Fernando-JAL/Neurociencias-2025-2 focusing on delivering course content, ML tutorials, and repo hygiene that collectively enhance student resources, reproducibility, and maintainability.
8 Commits • 3 Features
May 1, 2025May 2025 monthly summary for Fernando-JAL/Neurociencias-2025-2 focusing on delivering course content, ML tutorials, and repo hygiene that collectively enhance student resources, reproducibility, and maintainability.
May 2025
Activity
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Quality Metrics
Correctness77.6%
Maintainability87.6%
Architecture87.6%
Performance75.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
Python
Technical Skills
Computer VisionData PreprocessingData ScienceData VisualizationDecision TreesDeep LearningImage ClassificationJupyter NotebookKerasMachine LearningMatplotlibModel EvaluationModel TrainingNumPyPandas
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