dev-jas/polymer-aging-ml at f7cba141f43941d3ae1dfe61fb61bc977448b334

polymer-aging-ml

24.6 MB

3 contributors

History: 173 commits

devjas1

(REFAC)[Enhance ResultsManager]: Expand ResultsManager for multi-model session tracking and export

f7cba14 22 days ago

data
Adds polymer spectra database and improves recommendation methods 26 days ago
datasets
(chore): add datasets stub and ignore raw data. about 1 month ago
models
(FEAT)(New Models): Add advanced spectral CNN architectures 23 days ago
modules
(REFAC)[UI/Ux]: Enhance UI components for robust polymer analysis and multi-model comparison 22 days ago
outputs
(TRAINED)[Add Pre-trained CNN Models]: Include efficient, enhanced, hybrid, and ResNet18 vision models in outputs directory 22 days ago
pages
(FEAT)[Enhanced Analysis Page]: Add Enhanced Analysis page for advanced multi-modal spectroscopy 22 days ago
sample_data
(FEAT)[data]: Add FTIR spectrum data for stable and weathered polymers; include stable sample CSV 24 days ago
scripts
(FEAT/DATASETS)[Demo Dataset Generation Script for ML Training]: Automate creation of synthetic polymer spectra for stable and weathered classes 22 days ago
static
(UI/UX): Adjusted CSS styling in style.css and theme in config file to address white/white background/foreground bug. 25 days ago
tests
(TESTS)[Comprehensive Test Suite for Training Manager]: Validate training manager, config, data loading, augmentation, and metrics 22 days ago
utils
(REFAC)[Enhance ResultsManager]: Expand ResultsManager for multi-model session tracking and export 22 days ago
.gitattributes

228 Bytes

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

(feat)[Performance Tracking]: Update performance metrics logging and cleanup; add tracking database to .gitignore 24 days ago
CODEBASE_INVENTORY.md
18.6 kB

(DOCS:chore): Revise CODEBASE_INVENTORY for clarity and structure; enhance system architecture and directory details 24 days ago
Dockerfile

421 Bytes

fix: Correct filename casing for App.py in Dockerfile and README 23 days ago
LICENSE

10.9 kB

Update LICENSE and add ML Pipeline Analysis Report 22 days ago
PIPELINE_ANALYSIS_REPORT.md
41 kB

Update LICENSE and add ML Pipeline Analysis Report 22 days ago
README.md

4.28 kB

fix: Correct filename casing for App.py in Dockerfile and README 23 days ago
app.py

1.69 kB

(UPDATE_UI)[Add Model Training Tab to Main App]: Integrate model training tab and refactor tab logic 22 days ago
config.py

583 Bytes

(CHORE)[config[: Refine configuration for model weights, sample data, and UI state 22 days ago
core_logic.py
8.45 kB

(REFAC)(core): Enhance core logic for model loading, inference, and spectrum parsing 22 days ago
requirements.txt
180 Bytes

Adds Transparent AI Reasoning Engine for explainable predictions 26 days ago
test_enhancements.py

14.2 kB

(FEAT: tests): Add comprehensive test suite for enhanced features 23 days ago
test_new_features.py

5.86 kB

Adds validation and testing scripts for POLYMEROS features and components 25 days ago
validate_features.py

4.38 kB

Adds validation and testing scripts for POLYMEROS features and components 25 days ago