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polymer-aging-ml

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polymer-aging-ml

24.5 MB

3 contributors

History: 184 commits

devjas1

(CONFIG:Naming)[Enhanced Analysis and Interactive Dashboard]:

7184c06 19 days ago

data
Adds polymer spectra database and improves recommendation methods 25 days ago
datasets
(chore): add datasets stub and ignore raw data. about 1 month ago
models
(FEAT)(New Models): Add advanced spectral CNN architectures 21 days ago
modules
(FEAT)[Add Spectrum Modality Validation in Input]: 19 days ago
outputs
(TRAINED)[Add Pre-trained CNN Models]: Include efficient, enhanced, hybrid, and ResNet18 vision models in outputs directory 21 days ago
pages
(CONFIG:Naming)[Enhanced Analysis and Interactive Dashboard]: 19 days ago
sample_data
(FEAT)[data]: Add FTIR spectrum data for stable and weathered polymers; include stable sample CSV 23 days ago
scripts
(FEAT/DATASETS)[Demo Dataset Generation Script for ML Training]: Automate creation of synthetic polymer spectra for stable and weathered classes 21 days ago
static
(UI/UX): Adjusted CSS styling in style.css and theme in config file to address white/white background/foreground bug. 24 days ago
tests
(CONFIG:Naming)[Enhanced Analysis and Interactive Dashboard]: 19 days ago
utils
(CONFIG:Naming)[Enhanced Analysis and Interactive Dashboard]: 19 days ago
.gitattributes

228 Bytes

(CHORE-lfs): track model weights about 1 month ago
.gitignore

1.86 kB

(CHORE)[Cleanup & Dependency Update]: Refine .gitignore, update requirements, and remove obsolete files 20 days ago
Dockerfile

432 Bytes

(CONFIG/NAME)[Implement Upload_and_Run.py and Update References]: Change landing page name `app.py` → `Upload_and_Run.py` for main application logic and update README and Dockerfile to reflect new entry point. 19 days ago
LICENSE

10.9 kB

Update LICENSE and add ML Pipeline Analysis Report 21 days ago
README.md

5.16 kB

(CONFIG/NAME)[Implement Upload_and_Run.py and Update References]: Change landing page name `app.py` → `Upload_and_Run.py` for main application logic and update README and Dockerfile to reflect new entry point. 19 days ago
Upload_and_Run.py

1.7 kB

(CONFIG/NAME)[Implement Upload_and_Run.py and Update References]: Change landing page name `app.py` → `Upload_and_Run.py` for main application logic and update README and Dockerfile to reflect new entry point. 19 days ago
__pycache__.py

0 Bytes

(CHORE)[Cleanup & Dependency Update]: Refine .gitignore, update requirements, and remove obsolete files 20 days ago
app.py

1.69 kB

(UPDATE_UI)[Add Model Training Tab to Main App]: Integrate model training tab and refactor tab logic 21 days ago
config.py

583 Bytes

(CHORE)[config[: Refine configuration for model weights, sample data, and UI state 20 days ago
core_logic.py

7.4 kB

(FIX)[Remove Legacy Model Loader]: 19 days ago
requirements.txt

360 Bytes

(CHORE)[Cleanup & Dependency Update]: Refine .gitignore, update requirements, and remove obsolete files 20 days ago
test_enhancements.py

14.2 kB

(FEAT: tests): Add comprehensive test suite for enhanced features 21 days ago
test_new_features.py

5.89 kB

(CONFIG:Naming)[Enhanced Analysis and Interactive Dashboard]: 19 days ago
validate_features.py

4.41 kB

(CONFIG:Naming)[Enhanced Analysis and Interactive Dashboard]: 19 days ago