Commits · 96b32ff74c54bb1599fde9b3deb93bf16e4fe09d · Laura Christine Kühle / Troubled Cell Detection · GitLab

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Dec 21, 2021
- Added option to compare models on raw and normalized data visually. · 96b32ff7
  Laura Christine Kühle authored Dec 21, 2021
  
  96b32ff7
- Removed completed TODOs. · c9aeb432
  Laura Christine Kühle authored Dec 21, 2021
  
  c9aeb432
Dec 07, 2021
- Removed unnecessary imports. · dae61416
  Laura Christine Kühle authored Dec 7, 2021
  
  dae61416
- Added option to select colors for classification plots. · 36a09681
  Laura Christine Kühle authored Dec 7, 2021
  
  36a09681
- Improved classification handling and plotting. · 36f233b4
  Laura Christine Kühle authored Dec 7, 2021
  
  36f233b4
- Added option to compare evaluation of multiple models. · b2e66543
  Laura Christine Kühle authored Dec 7, 2021
  
  b2e66543
- Added boxplot over all cross-validation results to classification evaluation. · 9adbf4a6
  Laura Christine Kühle authored Dec 7, 2021
  
  9adbf4a6
- Added f-score and AUROC to classification evaluation. · bab035e0
  Laura Christine Kühle authored Dec 7, 2021
  
  bab035e0
- Removed completed TODOs. · 0e2f343d
  Laura Christine Kühle authored Dec 7, 2021
  
  0e2f343d
Nov 30, 2021
- Fixed tensor mapping warning. · def87636
  Laura Christine Kühle authored Nov 30, 2021
  
  def87636
- Replaced classification with scikit-learn. · eb7813bf
  Laura Christine Kühle authored Nov 30, 2021
  
  eb7813bf
- Replaced rounding with higher-value selection for classification. · 29e37136
  Laura Christine Kühle authored Nov 30, 2021
  
  29e37136
Nov 23, 2021
- Removed completed TODOs. · 7566b216
  Laura Christine Kühle authored Nov 23, 2021
  
  7566b216
Nov 16, 2021
- Adapted plot labels to new model testing. · 8e6cc266
  Laura Christine Kühle authored Nov 16, 2021
  
  8e6cc266
- Changed code to give option to change 'num_epochs' for model testing. · 2a3bd19a
  Laura Christine Kühle authored Nov 16, 2021
  
  2a3bd19a
- Reworked model testing to use k-fold cross-validation. · b9c00984
  Laura Christine Kühle authored Nov 16, 2021
  
  b9c00984
- Improved directory structure and naming for output of ANN training. · fd7cc789
  Laura Christine Kühle authored Nov 16, 2021
  
  fd7cc789
- Removed completed TODOs. · 14a2a500
  Laura Christine Kühle authored Nov 16, 2021
  
  14a2a500
Nov 09, 2021
- Built Snakemake pipeline for training data generation and model training. · 23ab3bf1
  Laura Christine Kühle authored Nov 9, 2021
  
  23ab3bf1
- Implemented batch size limit with regard to training data. · 25dd8d99
  Laura Christine Kühle authored Nov 9, 2021
  
  25dd8d99
- Replaced multi-file set-up for training data. · 34250745
  Laura Christine Kühle authored Nov 9, 2021
  
  34250745
- Fixed bug in 'valid_loss' calculation. · 3b293231
  Laura Christine Kühle authored Nov 9, 2021
  
  3b293231
- Removed completed TODOs. · 2752f428
  Laura Christine Kühle authored Nov 9, 2021
  
  2752f428
Oct 05, 2021
- Improved calculation of 'valid_loss'. · 331a5868
  Laura Christine Kühle authored Oct 5, 2021
  
  331a5868
Aug 31, 2021
- Changed maximal line length in code to 100. · b744085c
  Laura Christine Kühle authored Aug 31, 2021
  
  b744085c
- Removed completed TODOs. · 55c61934
  Laura Christine Kühle authored Aug 31, 2021
  
  55c61934
Aug 20, 2021
- Added option to set plot directory. · 5a76d2bb
  Laura Christine Kühle authored Aug 20, 2021
  
  5a76d2bb
- Added ANN testing (based on Soraya's implementation). · cad015d0
  Laura Christine Kühle authored Aug 20, 2021
  
  cad015d0
- Removed unnecessary comments. · 87920cbb
  Laura Christine Kühle authored Aug 20, 2021
  
  87920cbb
- Changed code to add model directory if not existing. · 1c790d43
  Laura Christine Kühle authored Aug 20, 2021
  
  1c790d43
- Adjusted input file naming to fit training data. · b3d12e2f
  Laura Christine Kühle authored Aug 20, 2021
  
  b3d12e2f
Aug 03, 2021
- Removed completed TODOs. · 6ffcc9f1
  Laura Christine Kühle authored Aug 3, 2021
  
  6ffcc9f1
Jun 30, 2021
- Set 'self.batch_size' to protected. · 83b7cbae
  Laura Christine Kühle authored Jun 30, 2021
  
  83b7cbae
May 25, 2021
- Removed completed TODOs. · d19b77dd
  Laura Christine Kühle authored May 25, 2021
  
  d19b77dd
Apr 06, 2021
- Improved naming for trained model. · 9441751e
  Laura Christine Kühle authored Apr 6, 2021
  
  9441751e
- Added option to change directory for model saving. · 3ab204e3
  Laura Christine Kühle authored Apr 6, 2021
  
  3ab204e3
- Renamed 'Artificial_Neural_Network' to 'ANN_Training'. · 0a59d987
  Laura Christine Kühle authored Apr 6, 2021
  
  0a59d987
- Fixed bug that used model parameters incorrectly for initialization. · 259bc6ed
  Laura Christine Kühle authored Apr 6, 2021
  
  259bc6ed
- Improved 'save_model()'. · 195d4084
  Laura Christine Kühle authored Apr 6, 2021
  
  195d4084
- Replaced all 'ThreeLayerNet' classes with 'ThreeLayerReLu'. · e192c7d9
  Laura Christine Kühle authored Apr 6, 2021
  
  e192c7d9