dev-jas/polymer-aging-ml at f7cba141f43941d3ae1dfe61fb61bc977448b334

polymer-aging-ml / modules

299 kB

3 contributors

History: 23 commits

devjas1

(REFAC)[UI/Ux]: Enhance UI components for robust polymer analysis and multi-model comparison

328e6fd 3 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
training_ui.py
37.9 kB

(FEAT)[Create Model Training UI Component]: Introduce comprehensive UI for model training and experiment management 3 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
67 kB

(REFAC)[UI/Ux]: Enhance UI components for robust polymer analysis and multi-model comparison 3 months ago