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skwdro Documentation

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skwdro Documentation

Bird's eye view

Welcome to the docs
Getting started
Quick tour of WDRO
Sinkhorn regularisation of WDRO: SkWDRO
User guide

PyTorch part of the library

Introduction to the PyTorch interface
Some torch examples for practice
Diving into the library and its settings
Illustration on iWildsCam

Scikit part of the library

How to use the available scikit-learn estimators
Some visual illustrations for scikit-learn estimators

Advanced topics

Samplers tutorial
Cost functionals tutorial
About the tuning of the uncertainty radius
More on specific solvers available through scikit-learn estimators

API

skwdro
- skwdro package
Main APIs

skwdro Documentation

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