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polymer-aging-ml

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polymer-aging-ml

5.05 MB

3 contributors

History: 131 commits

devjas1

(TESTS)[FTIR]: Add FTIR preprocessing unit tests

88e8763 about 2 months ago

data
Adds polymer spectra database and improves recommendation methods about 2 months ago
datasets
(chore): add datasets stub and ignore raw data. 2 months ago
models
(FEAT)[Model Registry]: Expand registry with metadata and multi-model utilities about 2 months ago
modules
(FEAT)[UI/UX]: Add support for FTIR, multi-format upload, and model comparison tab about 2 months ago
outputs
(FEAT:db)[Database Initialization]: Add SQLite database for persistent performance tracking about 2 months ago
pages
(FEAT): Adds educational interface for interactive learning system about 2 months ago
sample_data
(DEPLOY): add 'sample_data' spectra for HF demo & smoke tests 2 months ago
scripts
(FEAT)[CLI Tool]: Add multi-model inference, format detection, and flexible output about 2 months ago
static
(UI/UX): Adjusted CSS styling in style.css and theme in config file to address white/white background/foreground bug. about 2 months ago
tests
(TESTS)[FTIR]: Add FTIR preprocessing unit tests about 2 months ago
utils
(FEAT)[Results Management]: Implement session and persistent results/statistics handling about 2 months ago
.gitattributes

228 Bytes

(CHORE-lfs): track model weights 2 months ago
.gitignore

377 Bytes

(FEAT): Enhance results management with utility functions for session state initialization and reset 2 months ago
CODEBASE_INVENTORY.md

23.3 kB

(REFACTOR:core): <pdularize monolithic app script 2 months ago
Dockerfile

421 Bytes

FEAT(Dockerfile): update entry point in Dockerfile to use 'app.py'; add main application script for Streamlit 2 months ago
LICENSE

11.4 kB

Initial migration from original polymer_project 3 months ago
README.md

4.8 kB

(UI): update color scheme in README from teal to yellow 2 months ago
app.py

1.31 kB

(FEAT)[UI]: Add multi-tab interface for analysis modes about 2 months ago
config.py

1.29 kB

(REFACTOR:core): <pdularize monolithic app script 2 months ago
core_logic.py

7.43 kB

(FEAT/REFAC)[Inference Logic]: Integrate performance tracking into model inference about 2 months ago
requirements.txt

180 Bytes

Adds Transparent AI Reasoning Engine for explainable predictions about 2 months ago