dev-jas/polymer-aging-ml at 2ee7ad2771086df24ac96176d3fd5695b86d07ca

polymer-aging-ml

24.5 MB

3 contributors

History: 180 commits

devjas1

(FEAT)[Refactor Image Processing Utilities]: Remove unused imports and clean up code structure in image_processing.py

2ee7ad2 2 months ago

data
Adds polymer spectra database and improves recommendation methods 2 months ago
datasets
(chore): add datasets stub and ignore raw data. 3 months ago
models
(FEAT)(New Models): Add advanced spectral CNN architectures 2 months ago
modules
(FEAT)[Add Spectrum Modality Validation in Input]: 2 months ago
outputs
(TRAINED)[Add Pre-trained CNN Models]: Include efficient, enhanced, hybrid, and ResNet18 vision models in outputs directory 2 months ago
pages
(CHORE)[Cleanup & Dependency Update]: Refine .gitignore, update requirements, and remove obsolete files 2 months ago
sample_data
(FEAT)[data]: Add FTIR spectrum data for stable and weathered polymers; include stable sample CSV 2 months ago
scripts
(FEAT/DATASETS)[Demo Dataset Generation Script for ML Training]: Automate creation of synthetic polymer spectra for stable and weathered classes 2 months ago
static
(UI/UX): Adjusted CSS styling in style.css and theme in config file to address white/white background/foreground bug. 2 months ago
tests
(TESTS)[Comprehensive Test Suite for Training Manager]: Validate training manager, config, data loading, augmentation, and metrics 2 months ago
utils
(FEAT)[Refactor Image Processing Utilities]: Remove unused imports and clean up code structure in image_processing.py 2 months ago
.gitattributes

228 Bytes

(CHORE-lfs): track model weights 3 months ago
.gitignore

1.86 kB

(CHORE)[Cleanup & Dependency Update]: Refine .gitignore, update requirements, and remove obsolete files 2 months ago
Dockerfile

421 Bytes

fix: Correct filename casing for App.py in Dockerfile and README 2 months ago
LICENSE

10.9 kB

Update LICENSE and add ML Pipeline Analysis Report 2 months ago
README.md

5.14 kB

(FEAT)[Refactor Image Processing Utilities]: Remove unused imports and clean up code structure in image_processing.py 2 months ago
__pycache__.py

0 Bytes

(CHORE)[Cleanup & Dependency Update]: Refine .gitignore, update requirements, and remove obsolete files 2 months ago
app.py

1.69 kB

(UPDATE_UI)[Add Model Training Tab to Main App]: Integrate model training tab and refactor tab logic 2 months ago
config.py

583 Bytes

(CHORE)[config[: Refine configuration for model weights, sample data, and UI state 2 months ago
core_logic.py

7.4 kB

(FIX)[Remove Legacy Model Loader]: 2 months ago
requirements.txt

360 Bytes

(CHORE)[Cleanup & Dependency Update]: Refine .gitignore, update requirements, and remove obsolete files 2 months ago
test_enhancements.py

14.2 kB

(FEAT: tests): Add comprehensive test suite for enhanced features 2 months ago
test_new_features.py

5.86 kB

Adds validation and testing scripts for POLYMEROS features and components 2 months ago
validate_features.py

4.38 kB

Adds validation and testing scripts for POLYMEROS features and components 2 months ago