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
Contributed to the Fernando-JAL/Neurociencias-2025-2 repository by developing course materials and machine learning tutorials focused on reproducibility and maintainability. Delivered exam and assignment PDFs to structured directories, ensuring organized access for students. Created a Jupyter Notebook tutorial using Python and Scikit-learn to demonstrate a DecisionTreeClassifier on the Iris dataset, covering data loading, model training, and visualization. Developed convolutional neural network notebooks for brain tumor classification, including model evaluation and cross-model comparisons with Keras and TensorFlow. Improved repository hygiene by removing deprecated artifacts, streamlining the codebase for clarity. Work emphasized data preprocessing, computer vision, and effective educational resource management.
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
Loading activity data...
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
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline