Rifqi D. Panuluh
9fc5da03c1
feat(gitattributes): Add LFS support for JPG, JPEG, and PDF files
2025-09-05 11:01:23 +00:00
Rifqi D. Panuluh
ebb2c0d686
refactor(latex): Refactor chapter 3
2025-09-05 10:57:00 +00:00
nuluh
d8482988ff
feat(ml): add classification report generation to model evaluation to show all metrics during training
2025-08-31 13:01:04 +07:00
nuluh
cdcd056102
feat(notebooks): update magnitude units to use 'm/s²' instead of LaTeX to prevent inkscape misrendered from SVG
2025-08-30 11:39:32 +07:00
nuluh
30ecb6a88a
feat(notebooks): Add matplotlib configuration for SVG font rendering in plots to use string only with no embedded fonts
2025-08-30 08:11:29 +07:00
Rifqi D. Panuluh
c2f48694c9
Merge branch 'dev' of https://github.com/nuluh/thesis into dev
2025-08-30 00:24:05 +00:00
nuluh
f2d427f0e8
feat(gitattributes): Add LFS filters for SVG and PNG files
2025-08-29 10:49:18 +07:00
nuluh
cf4bdd43cd
feat(notebooks): Enhance STFT preview functionality and improve plotting
...
- Updated `preview_stft` function to accept both DataFrame and list of DataFrames.
- Added support for multiple subplots when a list of DataFrames is provided.
- Improved color mapping and axis labeling in plots.
- Adjusted figure saving options for better output formats.
- Refactored code to reduce redundancy in plotting logic for Sensor A and Sensor B.
- Added predictions using SVM models for processed data.
2025-08-29 10:48:49 +07:00
Rifqi D. Panuluh
7ee6231017
Merge pull request #107 from nuluh/exp/74-exp-cross-dataset-validation
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Exp/74 exp cross dataset validation
2025-08-28 12:09:16 +07:00
nuluh
b2bf1b0e31
feat(notebooks): Add type hints for data lists, create preview function for STFT visualization, and save plot for Sensor B. Introduce test section with AU data processing.
2025-08-28 10:39:56 +07:00
nuluh
7a7b2a41af
fix(notebooks): update variable names for clarity and add timing evaluation for model predictions on Dataset B
2025-08-28 10:39:55 +07:00
nuluh
3ef656dd28
refactor(notebooks): remove redundant confusion matrix code for Sensor A and update reporting for Sensor B
2025-08-28 10:32:32 +07:00
Rifqi D. Panuluh
18edaaa7c9
refactor(latex): refactor introduction and results chapters to localization directory
2025-08-23 01:55:23 +00:00
nuluh
f45614b6d9
fix(notebooks): update import statement for hann function and add window variable display
2025-08-20 08:03:22 +07:00
nuluh
e2a4c80d49
Merge branch 'feat/103-feat-inference-function' into dev
2025-08-19 06:05:32 +07:00
Damar
d126559920
Merge pull request #105 from nuluh/feature/101-feat-time-elapsed-for-training-and-inference
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Feat time elapsed for training and inference
2025-08-18 05:55:36 +07:00
nuluh
855114d633
refactor(notebooks): clean up imports, adjust damage case processing, and improve model training structure
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- 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
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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
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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
Rifqi D. Panuluh
e2cfd0329f
feat(latex): modify \backmatter to change page numbering to roman while preserving frontmatter page count
2025-08-07 22:49:05 +00:00
Rifqi D. Panuluh
e183040c13
fix(latex): add heading to bibliography for inclusion in table of contents
2025-08-07 22:49:05 +00:00
Rifqi D. Panuluh
da5192a315
fix(latex): replace \input with \include and add [titles] options to tocloft package to automatically give \clearpage
2025-08-07 22:49:04 +00:00
Rifqi D. Panuluh
79da2e7bcc
fix(chapters): correct capitalization in chapter titles
2025-08-07 22:49:04 +00:00
Rifqi D. Panuluh
5a9cc9eb06
chore(.gitignore): add latex build directory to ignore list
2025-08-07 22:49:04 +00:00
Rifqi D. Panuluh
7a447893cc
fix(settings): update LaTeX output directory and use latexmk (xelatex) as default
2025-08-07 22:49:04 +00:00
Rifqi D. Panuluh
432d00b699
fix(settings): correct JSON formatting in VSCode settings
2025-08-07 22:49:04 +00:00
Rifqi D. Panuluh
16c171fb46
latex: Match with Overleaf current work
2025-08-07 22:49:04 +00:00
nuluh
0e28ed6dd0
feat(notebooks): add cross-dataset validation for Sensor A and Sensor B models
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Closes #74
2025-07-28 16:41:54 +07:00
nuluh
3e2b153d11
refactor(stft): comment out unused imports and update SVM model loading for consistency
2025-07-28 05:22:24 +07:00
nuluh
3cbef17b0c
feat(model_selection): add timing for model training and validation processes
2025-07-28 05:20:10 +07:00
Rifqi D. Panuluh
80d4a66925
Merge pull request #100 from nuluh/feature/99-exp-alternative-undamage-case-data
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[EXP] Alterntive Undamage Case Data
2025-07-24 18:09:05 +07:00
nuluh
9b018efc15
refactor(notebooks): update STFT notebook to improve clarity and structure of sensor evaluation sections
2025-07-24 17:00:31 +07:00
nuluh
2fbdeac1eb
refactor(test): update import statement to use data_preprocessing module
2025-07-18 19:29:02 +07:00
nuluh
086032c250
refactor(notebooks): clean up to be more readable notebooks
2025-07-18 19:28:43 +07:00
nuluh
f6c71739df
refactor(ml): clean up model_selection.py by removing unused code and improving function structure
2025-07-18 19:27:46 +07:00
Rifqi D. Panuluh
2dc915949b
chore(.gitignore): add additional LaTeX file types to ignore list
2025-07-17 14:05:59 +00:00
nuluh
18824e05c0
refactor(ml): update inference calls to use new model structure and improve clarity
2025-07-17 00:18:01 +07:00
nuluh
2504157b29
feat(src): replace convert.py to src/data_preprocessing.py and fix some functions prefix parameter
2025-07-02 03:25:18 +07:00
nuluh
5ba628b678
refactor(src): make compute_stft and process_damage_case to be pure function that explicitly need STFT arguments to be passed
2025-07-01 14:32:52 +07:00
nuluh
a93adc8af3
feat(notebooks): minimize stft.ipynb notebooks and add STFT data preview plot.
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- Consolidated import statements for pandas and matplotlib.
- Updated STFT plotting for Sensor 1 and Sensor 2 datasets with improved visualization using pcolormesh.
- Enhanced subplot organization for better clarity in visual representation.
- Added titles and adjusted layout for all plots.
2025-06-30 01:36:44 +07:00
nuluh
c2df42cc2b
feat(ml): add XGBoost model to inference options and update commented inference calls
2025-06-27 10:35:27 +07:00
nuluh
465ed121f9
feat(notebooks): training model with new alternative undamaged (label 0) data
2025-06-27 10:34:23 +07:00
nuluh
d6975b4817
feat(src): update damage base path and adjust test run logic for damage case processing for undamage case new method
2025-06-27 10:33:54 +07:00
nuluh
79070921d7
feat(data): add complement_pairs function to generate complement tuples for implementing alternative undamage case method
2025-06-27 10:33:36 +07:00
nuluh
e8eb07a91b
refactor(data): improve variable naming in generate_df_tuples function for clarity
2025-06-26 10:53:10 +07:00
nuluh
c98c6a091b
refactor(data): update generate_df_tuples function for improved readibility code
2025-06-26 10:51:29 +07:00
nuluh
9921d7663b
feat(src): add inference script for model evaluation
2025-06-24 14:08:38 +07:00
