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nfmcclure avatar nfmcclure commented on May 3, 2024

Hi @yingwei13mei , thanks for the notice. You bring up a few points to address.

  1. Yes, the 'model_output' is errant code that has been removed in the most recent pull request.
  2. As for what exactly is going on in the SVM code, you might look into the following resources about SVMs:

http://cs229.stanford.edu/notes/cs229-notes3.pdf
http://www.robots.ox.ac.uk/~az/lectures/ml/lect3.pdf

  1. I created a non-detailed jupyter notebook walkthrough of the code here:
    https://github.com/nfmcclure/tensorflow_cookbook/blob/master/04_Support_Vector_Machines/04_Working_with_Kernels/04_svm_kernels.ipynb

Also, if you want to know what is going on in the RBF non-linear kernel calculations, I also created an jupyter walkthrough here:

https://github.com/nfmcclure/tensorflow_cookbook/blob/master/04_Support_Vector_Machines/05_Implementing_Nonlinear_SVMs/05_nonlinear_svm.ipynb

Good luck!

from tensorflow_cookbook.

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