SVM vs. PyTorch vs. TensorFlow

Linear soft-margin support-vector machine (gradient-descent) implementation in PyTorch and TensorFlow 2.x (and comparison to scikit-learn).

Teaching Material for Machine Learning in Physics VDSP-ESI Winter School 2020: Getting used to ML frameworks and in particular to automatic differentiation.

How-To use

1. Local:

   • create virtual environment
   • clone the repository
   • install requirements.txt
   • start jupyter notebook and open svm_tf_pytorch.ipynb

2. Colab: Link