dev-jas/polymer-aging-ml at 73712cd08dbcc22e42138749293beaf3460634a3

polymer-aging-ml / utils

124 kB

3 contributors

History: 27 commits

devjas1

(FEAT)[Model Optimization Suite]: Add Model Optimization Suite for quantization, pruning, and benchmarking

73712cd about 2 months ago

__init__.py

0 Bytes

(SYNC): bring parity backend (utils/ scripts/ models/ tests/) from feat/ui-parity-rebuild; no UI changes 2 months ago
async_inference.py

7.86 kB

(FEAT)[Utilities: Async Inference Engine]: Add asynchronous inference engine for multi-model processing about 2 months ago
audit.py

1.59 kB

(SYNC): bring parity backend (utils/ scripts/ models/ tests/) from feat/ui-parity-rebuild; no UI changes 2 months ago
batch_processing.py

10.7 kB

(TASK)[Batch Processing Utilities]: Add module to support batch comparison and processing of spectral files. about 2 months ago
confidence.py

5.49 kB

(FEAT): Add utilities for confidence calculation and visualization 2 months ago
errors.py

5.51 kB

(FEAT) add centralized error handling utilty for the polymer classification app: utils/error.py 2 months ago
image_processing.py

14 kB

(MILESTONE)[Feature: Image Processing. ]: Add comprehensive spectral image processing module about 2 months ago
model_optimization.py

11.5 kB

(FEAT)[Model Optimization Suite]: Add Model Optimization Suite for quantization, pruning, and benchmarking about 2 months ago
multifile.py

21.6 kB

(FEAT)[Data Parsing]: Support multi-format spectrum parsing and robust validation about 2 months ago
performance_tracker.py

14.6 kB

(FEAT)[Performance Analytics]: Implement performance tracking utility and dashboard about 2 months ago
preprocessing.py

9.67 kB

(FEAT)[FTIR Processing Enhancements]: Refactor FTIR-specific processing and add atmospheric/water correction methods about 2 months ago
results_manager.py

21.4 kB

(FEAT)[Results Management]: Implement session and persistent results/statistics handling about 2 months ago