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polymer-aging-ml / modules

301 kB

3 contributors

History: 24 commits

devjas1

(FEAT)[Add Spectrum Modality Validation in Input]:

81ec5ec 2 months ago

__init__.py

0 Bytes

(REFACTOR:core): <pdularize monolithic app script 3 months ago
advanced_spectroscopy.py

31.6 kB

Adds polymer spectra database and improves recommendation methods 3 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 3 months ago
callbacks.py

5.34 kB

fix(state): Enhance reset logic in ephemeral state management 3 months ago
educational_framework.py

24.8 kB

Adds polymer spectra database and improves recommendation methods 3 months ago
enhanced_data.py

15.3 kB

Adds enhanced data management system for spectral analysis 3 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 3 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 3 months ago
training_ui.py

37.9 kB

(FEAT)[Create Model Training UI Component]: Introduce comprehensive UI for model training and experiment management 2 months ago
transparent_ai.py

18.3 kB

FEAT(transparent_ai): refine hypothesis generation by removing unused spectral data parameter 3 months ago
ui_components.py

69.8 kB

(FEAT)[Add Spectrum Modality Validation in Input]: 2 months ago