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polymer-aging-ml / modules

252 kB

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History: 18 commits

devjas1

(FEAT)[UI/UX]: Add support for FTIR, multi-format upload, and model comparison tab

222f7ff 18 days ago

__init__.py

0 Bytes

(REFACTOR:core): <pdularize monolithic app script 22 days ago
advanced_spectroscopy.py

31.6 kB

Adds polymer spectra database and improves recommendation methods 19 days 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 21 days ago
callbacks.py

5.34 kB

fix(state): Enhance reset logic in ephemeral state management 22 days ago
educational_framework.py

24.8 kB

Adds polymer spectra database and improves recommendation methods 19 days ago
enhanced_data.py

15.3 kB

Adds enhanced data management system for spectral analysis 19 days 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 19 days 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 19 days ago
transparent_ai.py

18.3 kB

FEAT(transparent_ai): refine hypothesis generation by removing unused spectral data parameter 19 days ago
ui_components.py
58.5 kB

(FEAT)[UI/UX]: Add support for FTIR, multi-format upload, and model comparison tab 18 days ago