weigmi87303
a9ff3880e2
rearrarngement of files
2026-01-29 18:12:13 +01:00
weigmi87303
5a216b22fd
tool functions for sqlite database
2026-01-29 17:04:36 +00:00
weigmi87303
0294d4e584
files for testing
2026-01-29 13:48:47 +00:00
weigmi87303
4f6c3b7370
created low code script for model deployment
2026-01-27 19:28:12 +01:00
weigmi87303
5f2db4d0c9
init commit on deployment, removed EDA files
2026-01-27 18:42:40 +01:00
weigmi87303
eee173dc0b
added clean eye df call to combined feature creation
...
bug fix, was missing in combined feature creation script
2026-01-26 17:53:54 +01:00
weigmi87303
38e9354c42
fixed blink bug in dataset creation
2026-01-26 13:11:06 +01:00
weigmi87303
ee648f9adc
added subset filtering to notebook
2026-01-24 19:15:31 +01:00
weigmi87303
29d70ce713
created Notebook for subset distribution analysis
2026-01-24 18:15:26 +01:00
weigmi87303
d79fad909c
changed script for combined feature creation
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min duration for blink is now configurable in __main__
2026-01-22 18:43:08 +01:00
weigmi87303
10bc7c568a
complete deep svdd training notebook inclucing person wise normalisation
2026-01-02 21:03:58 +01:00
weigmi87303
267df136dd
oc com
2026-01-02 13:14:41 +01:00
weigmi87303
f0affaed05
AE von ki cluster
2026-01-02 13:14:41 +01:00
weigmi87303
a3119e4fc3
tool function for performance based split; new model training notebooks
2026-01-02 12:02:48 +01:00
weigmi87303
a1bdf470cc
changed read me
2025-12-18 15:29:50 +01:00
weigmi87303
7708ac1b29
combined dataset creation pipeline
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CPFC_both.py: creates parquet files chunkwise that include study level phase subjectID, FACE_AU and Eye tracking columns
combined_feature_creation.py : creates a single dataset by computing the features in parallel for the same time window --> same sample rate required
2025-12-18 15:25:18 +01:00
weigmi87303
b8bebc0944
minor fixes in dataset creation
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changed paths to paulusja ... directory
changed feature extraction for AUs to mean instead of sum
added v1 of merge script of datasets (needs to be adjusted)
2025-12-18 13:04:11 +01:00
weigmi87303
15b32a9792
removed cell output
2025-12-10 19:35:20 +01:00
weigmi87303
fd7981f244
max dist calculation for eye tracking, new notebook for model training
2025-12-10 19:30:25 +01:00
weigmi87303
c7295f310c
renamed directory, created mad method python file in tools
2025-12-10 19:29:18 +01:00
weigmi87303
bc1d6d4cac
moved scaler into separat file
2025-12-10 18:03:23 +01:00
weigmi87303
951550be96
added eye feature dataset generator script
2025-12-04 12:32:34 +01:00
weigmi87303
8234893c54
fixed previous commit
2025-12-04 11:09:24 +01:00
weigmi87303
95da35b3b1
moved eye features to dataset creation, created empty feature script for eye tracking features
2025-12-04 10:59:48 +01:00
weigmi87303
58d92fb423
ae notebook
2025-11-19 17:31:52 +01:00
weigmi87303
5f00341b1b
changed data preprocessing in i forest training
2025-11-12 16:37:16 +01:00
weigmi87303
58faff8f68
changed dataset creation for face au
2025-11-12 16:36:35 +01:00
weigmi87303
7c4fadb951
new files
2025-11-10 11:31:42 +01:00
weigmi87303
fb29a1333e
iforest training
2025-11-05 21:31:16 +01:00
weigmi87303
77dbc4a109
added model training file structure
2025-11-05 17:02:11 +01:00
weigmi87303
37ab7cb620
added histogramms for AU EDA
2025-11-03 10:24:02 +01:00
weigmi87303
e7d26e9a6d
deleted cell outpout in notebooks
2025-11-02 21:05:06 +01:00
weigmi87303
ab3ba28a71
revert c5a61c9e55
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revert Merge branch 'main' of https://git.efi.th-nuernberg.de/gitea/kurzti88066/Fahrsimulator_MSY2526_AI
2025-11-02 19:59:39 +00:00
weigmi87303
c5a61c9e55
Merge branch 'main' of https://git.efi.th-nuernberg.de/gitea/kurzti88066/Fahrsimulator_MSY2526_AI
2025-11-02 20:55:07 +01:00
weigmi87303
a6a0dd3ac5
added 2-class separation in "open parquet-test"
2025-11-02 20:55:01 +01:00
weigmi87303
b92a37e66d
research on performance and extra script
2025-10-31 18:27:58 +01:00
weigmi87303
25aa03398a
added performance research
2025-10-31 17:40:20 +01:00
weigmi87303
c80e8808f2
restructured repo, fixed git ignore
2025-10-31 16:37:08 +01:00
weigmi87303
7a6912d4c7
changed range of files
2025-10-30 15:29:50 +01:00
weigmi87303
4ac4a8636b
step 2: feature table creation script
2025-10-30 15:26:05 +01:00
weigmi87303
a619f5ad8e
create cleaned parquet files
2025-10-30 14:25:57 +01:00
weigmi87303
991ca1ebba
fixed git ignore
2025-10-27 17:59:19 +01:00
weigmi87303
197534e12a
added gitignore file to repository
2025-10-27 17:58:33 +01:00
weigmi87303
0aeeb3f4d3
added owncloud data request notebook
...
reading full "SIGNAL" table for 4 columns might kill the kernel. Maybe use partial requests in pd.read_hdf() with start and stop
2025-10-27 17:56:59 +01:00
weigmi87303
3d3f7bb14b
notebook without plots
2025-10-08 17:52:55 +02:00
weigmi87303
df5327042c
added notebook EDA
2025-10-08 17:48:16 +02:00
weigmi87303
c7d4ace207
commit aus vsc
2025-10-08 17:19:17 +02:00
weigmi87303
f306b77063
test
2025-10-08 17:15:35 +02:00
weigmi87303