Comments (5)
Transform is used to apply a random rotation to the input protein around the center
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Its basically for data augmentation and to make the model more robust to random rotations along any axis passing through the center.
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Does this provide more information to the model to improve accuracy? but how?
With these questions, I hope that your valued paper will be cited more because people understand better in the light of your answers. Thank you.
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Great answer
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Hello @drorhunvural have you re-run data preparation for a custom data? If yes, please help me.
I am trying to use the instruction to prepare data for training a new classifier.
I have stuck in make_types step because I can't find train.txt and test.txt files.
Moreover, I have 4 questions:
- If I want to add several pdb files to the available scPDB dataset, how can I complete it?
- The instruction for preparing data only works for a single pdb file, does it? If not, I need to write a pipeline to wrap up it.
- How to prepare train.txt and test.txt files to run make_types.py?
- Could you please show me which file/folder needed inputting from previous to each step?
I am tried on this pdb.
Thank you very much.
p.s: I have asked in the issue #26.
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Related Issues (20)
- Data Preparation for HOLO4K HOT 3
- How to avoid data leakage? HOT 1
- How to prepare the inputs for training segmentation model? HOT 2
- bary_centers.txt Issue
- Prediction Error
- rank_pockets.py - UserWarning HOT 1
- Training Classifier Problem HOT 1
- lack of gninatypes files HOT 9
- The number of pocket in types file HOT 3
- .
- predict.py running error HOT 2
- Understanding the Train Dataset for Training Part HOT 2
- Pocket Probability HOT 1
- Channels in training script are different from those in your Supporting Information table s1 HOT 6
- Do not have files for running make_types.py when prerparing custom data for training a new classifier HOT 3
- Training Classifier Dataset HOT 8
- can not find seg0_best_test_IOU_91.pth.tar.
- No output after running train_segmentation.py HOT 6
- Broken Link to Model Checkpoints, "404 FILE NOT FOUND" HOT 2
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