nuluh
58a672a680
fix(data): Fix generate_df_tuples function output bug when special_groups args is passed
2025-06-17 13:20:27 +07:00
nuluh
24c1484300
feat(data): Enhance DataProcessor to support dynamic base path and improve data loading with error handling and memory efficiency
2025-06-16 17:35:27 +07:00
nuluh
60ff4e0fa9
feat(data): Propose new damage file index generation to improve structure and flexibility in DataFrame handling
2025-06-16 03:13:07 +07:00
nuluh
3e652accfb
refactor(data): remove unnecessary variable declaration in DataProcessor for loading dataframes
2025-06-14 04:02:42 +07:00
nuluh
66a09e0ddf
feat(data): Enhance damage file index generation with undamaged file handling and improved error management (WIP)
2025-06-14 04:02:42 +07:00
nuluh
195f8143f0
refactor(data): remove redundant column extraction method and simplify dataframe loading
2025-06-14 00:57:54 +07:00
nuluh
ebaa263781
chore(convert): comment out create_damage_files obsolete function
2025-06-09 18:59:51 +07:00
nuluh
36b36c41ba
feat(data): add export_to_csv method for saving processed data into individuals sensor end and update test script
...
Closes #40
2025-04-17 10:10:19 +07:00
nuluh
ff64f3a3ab
refactor(data): update type annotations for damage files index and related classes. Need better implementation
2025-03-22 19:48:50 +07:00
nuluh
58a316d9c8
feat(data): implement damage files index generation and data processing
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Closes #38
2025-03-21 15:58:50 +07:00
nuluh
35e25ba4c6
fix(data): ensure output directories are created before saving files
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Closes #35
2025-03-16 18:30:52 +07:00
nuluh
c8653f53ea
fix(data): update output file naming to include customizable prefix
2025-03-16 13:58:50 +07:00
nuluh
c28e79b022
feat(convert): add prefix parameter to create_damage_files for customizable file naming
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Closes #31
2025-03-16 10:57:13 +07:00
nuluh
a1fbe8bd93
feat(convert): Update damage scenarios and output file naming conventions
2024-12-08 18:08:59 +07:00
nuluh
ff5578652f
fix(script): Fix bugs taking incorrect column by changing columns and sensor_end_map index number to take the loop of enumeration.
2024-09-03 12:08:53 +07:00
nuluh
db2c5d3a4e
feat(script): Update output directory in convert.py
2024-09-03 11:50:44 +07:00
nuluh
ea978de872
-
2024-09-03 11:43:46 +07:00
nuluh
465d257850
feat(script): Add zero-padding to converted CSV filenames for standardize processing pipeline
2024-09-03 11:38:49 +07:00
nuluh
d12eea0acf
feat(data-processing): Implement CSV data transformation for SVM analysis
...
Introduce a Python script for transforming QUGS 2D grid structure data into a simplified 1D beam format suitable for SVM-based damage detection. The script efficiently slices original CSV files into smaller, manageable sets, correlating specific damage scenarios with their corresponding sensor data. This change addresses the challenge of retaining critical damage localization information during the data conversion process, ensuring high-quality, relevant data for 1D analysis.
Closes #20
2024-09-03 11:33:23 +07:00
