Feat inference function #106

Merged

meowndor merged 7 commits from feat/103-feat-inference-function into dev

2025-08-18 23:13:06 +00:00

Author	SHA1	Message	Date
nuluh	855114d633	refactor(notebooks): clean up imports, adjust damage case processing, and improve model training structure - Removed unnecessary imports (os, pandas, numpy) from the STFT notebook. - Adjusted the number of damage cases in the multiprocessing pool to correctly reflect the range. - Updated model training code for Sensor B to ensure consistent naming and structure. - Cleaned up commented-out code for clarity and maintainability.	2025-08-17 23:39:57 +07:00
nuluh	4a1c0ed83e	feat(src): implement inference function with damage probability calculations and visualization Closes #103	2025-08-17 22:21:17 +07:00
nuluh	274cd60d27	refactor(src): update generate_df_tuples function signature to include type hints for better clarity	2025-08-11 18:49:41 +07:00
nuluh	9f23d82fab	fix(src): correct file writing method in process.stft.process_damage_case function to fix incorrect first column name Closes #104	2025-08-11 13:17:46 +07:00
nuluh	a8288b1426	refactor(src): enhance compute_stft function with type hints, improved documentation by moving column renaming process from `process_damage_case` to `compute_stft`	2025-08-11 13:15:48 +07:00
nuluh	860542f3f9	refactor(src): restructure compute_stft function to be pure function and include return parameters and improve clarity	2025-08-10 20:02:45 +07:00
nuluh	0e28ed6dd0	feat(notebooks): add cross-dataset validation for Sensor A and Sensor B models Closes #74	2025-07-28 16:41:54 +07:00