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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 4 months ago

__init__.py
0 Bytes

(REFACTOR:core): <pdularize monolithic app script 4 months ago
advanced_spectroscopy.py
31.6 kB

Adds polymer spectra database and improves recommendation methods 4 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 4 months ago
callbacks.py
5.34 kB

fix(state): Enhance reset logic in ephemeral state management 4 months ago
educational_framework.py
24.8 kB

Adds polymer spectra database and improves recommendation methods 4 months ago
enhanced_data.py
15.3 kB

Adds enhanced data management system for spectral analysis 4 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 4 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 4 months ago
transparent_ai.py
18.3 kB

FEAT(transparent_ai): refine hypothesis generation by removing unused spectral data parameter 4 months ago
ui_components.py
58.5 kB

(FEAT)[UI/UX]: Add support for FTIR, multi-format upload, and model comparison tab 4 months ago