dev-jas/polymer-aging-ml at 6e2806f844db67e89ca49da9b9d044ad1c2af1aa

155 kB

3 contributors

devjas1

(FEAT)[Implement Robust Training Management Backend]: Add training manager, config classes, data augmentation, metrics, and cross-validation utilities

aecd727 19 days ago

__init__.py

0 Bytes

(SYNC): bring parity backend (utils/ scripts/ models/ tests/) from feat/ui-parity-rebuild; no UI changes about 1 month ago
async_inference.py
7.86 kB

(FEAT)[Utilities: Async Inference Engine]: Add asynchronous inference engine for multi-model processing 20 days ago
audit.py

1.59 kB

(SYNC): bring parity backend (utils/ scripts/ models/ tests/) from feat/ui-parity-rebuild; no UI changes about 1 month ago
batch_processing.py

10.7 kB

(TASK)[Batch Processing Utilities]: Add module to support batch comparison and processing of spectral files. 20 days ago
confidence.py

5.49 kB

(FEAT): Add utilities for confidence calculation and visualization 27 days ago
errors.py

5.51 kB

(FEAT) add centralized error handling utilty for the polymer classification app: utils/error.py 28 days ago
image_processing.py

14 kB

(MILESTONE)[Feature: Image Processing. ]: Add comprehensive spectral image processing module 20 days ago
model_optimization.py

11.5 kB

(FEAT)[Model Optimization Suite]: Add Model Optimization Suite for quantization, pruning, and benchmarking 20 days ago
multifile.py
21.6 kB

(FEAT)[Data Parsing]: Support multi-format spectrum parsing and robust validation 22 days ago
performance_tracker.py

14.6 kB

(FEAT)[Performance Analytics]: Implement performance tracking utility and dashboard 22 days ago
preprocessing.py
9.67 kB

(FEAT)[FTIR Processing Enhancements]: Refactor FTIR-specific processing and add atmospheric/water correction methods 20 days ago
results_manager.py
21.4 kB

(FEAT)[Results Management]: Implement session and persistent results/statistics handling 22 days ago
training_manager.py

31 kB

(FEAT)[Implement Robust Training Management Backend]: Add training manager, config classes, data augmentation, metrics, and cross-validation utilities 19 days ago