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Tutorial for LinearSVC #2

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thomas-quadratic opened this issue Mar 15, 2023 · 0 comments · May be fixed by #6
Closed
3 tasks

Tutorial for LinearSVC #2

thomas-quadratic opened this issue Mar 15, 2023 · 0 comments · May be fixed by #6

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@thomas-quadratic
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thomas-quadratic commented Mar 15, 2023

Create a single tutorial showing how one could use concrete-ml for LinearSVC.

The tutorials need to be very educative, pedagogical and help the user understand how Concrete-ML is to be used. The tutorial(s) must use Virtual Library and FHE computations. It is even better if tutorials use a real-life kind of dataset. We want the tutorials to be as complete and to have as much quality as Linear Regression tutorial or the Poisson Regression tutorial.

Writing the tutorial should be done following 3 steps, each being peer reviewed along the way:

  • Choose a dataset and analyse it in cleartext using scikit-learn
  • Analyse the data in cyphertext using concrete-ml and compare results against cleartext inference
  • Assemble the tutorial with introduction, sections, discussions, conclusion
@thomas-quadratic thomas-quadratic changed the title Tutorial for Support Vector Machines Tutorial for LinearSVC Mar 15, 2023
@thomas-quadratic thomas-quadratic added this to the New Models Tutorials milestone Mar 15, 2023
@robinstraub robinstraub linked a pull request Mar 20, 2023 that will close this issue
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