Artelnics/opennn
Feb 2025 – Feb 2025
1 Month active
Languages Used
C++
Technical Skills
C++C++ DevelopmentData PreprocessingDeep LearningMachine LearningNeural Networks
David Rodrriguez
PROFILE
David Rodrriguez
Worked on the Artelnics/opennn repository to overhaul the neural network training pipeline, focusing on improving reliability, scalability, and experiment reproducibility. Refactored the scaling layer, updated the data loading path, and resized the network, while integrating the Adam optimizer to enhance training efficiency. Redesigned the training strategy and forward propagation to distinguish between training and inference modes, ensuring correct batch handling. Addressed testing issues by fixing forward propagation in perceptron layer tests and ensuring proper initialization of TestingAnalysis for accurate evaluation. Utilized C++, deep learning, and unit testing skills to deliver a more robust and maintainable model development workflow.
Overall Statistics
Feature vs Bugs
50%Features
Repository Contributions
3Total
Bugs
1
Commits
3
Features
1
Lines of code
317
Activity Months1
Your Network
14 peopleWork History
February 2025
3 Commits • 1 Features
Feb 1, 2025February 2025 monthly summary for Artelnics/opennn focused on delivering a robust neural network training pipeline and stabilizing testing workflows. The work improves training reliability, scalability, and experiment reproducibility, aligning with product goals for more accurate modeling and faster iteration cycles.
3 Commits • 1 Features
Feb 1, 2025February 2025 monthly summary for Artelnics/opennn focused on delivering a robust neural network training pipeline and stabilizing testing workflows. The work improves training reliability, scalability, and experiment reproducibility, aligning with product goals for more accurate modeling and faster iteration cycles.
February 2025
Activity
Loading activity data...
Quality Metrics
Correctness83.4%
Maintainability80.0%
Architecture80.0%
Performance66.6%
AI Usage20.0%
Skills & Technologies
Programming Languages
C++
Technical Skills
C++C++ DevelopmentData PreprocessingDeep LearningMachine LearningNeural NetworksOptimization AlgorithmsUnit Testing
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline