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polymer-aging-ml / modules

234 kB

3 contributors

History: 16 commits

devjas1

Adds educational framework for interactive learning system

5824afe 2 months ago

__init__.py

0 Bytes

(REFACTOR:core): <pdularize monolithic app script 2 months ago
advanced_spectroscopy.py

31.6 kB

FEAT(spectroscopy): Develop advanced multi-modal processing engine 2 months ago
analyzer.py

18.9 kB

FEAT(analyzer): Introduce centralized plot styling helper for theme-aware visualizations; enhance render_visual_diagnostics method with improved aesthetics and interactive filtering 2 months ago
callbacks.py

5.34 kB

fix(state): Enhance reset logic in ephemeral state management 2 months ago
educational_framework.py

24.8 kB

Adds educational framework for interactive learning system 2 months ago
enhanced_data.py

15.3 kB

Adds enhanced data management system for spectral analysis 2 months ago
enhanced_data_pipeline.py

44.3 kB

FEAT(data_pipeline): implement enhanced data pipeline for polymer ML aging with spectroscopy integration and synthetic data augmentation 2 months ago
modern_ml_architecture.py

35 kB

FEAT(modern_ml_architecture): implement comprehensive transformer-based architecture for polymer analysis with multi-task learning and uncertainty estimation 2 months ago
transparent_ai.py

18.3 kB

FEAT(transparent_ai): refine hypothesis generation by removing unused spectral data parameter 2 months ago
ui_components.py

40.4 kB

FEAT(analyzer): Add theme-aware plotting and new spectrum rendering method; enhance visual diagnostics layout 2 months ago