v0.0.1 Let's get it started

What's Changed

• Plot function by @CarlosPoses in #8
• Spectral density ratio estimation (Izbicki, Lee & Schafer, 2014), implemented in 88ae44a.
• Faster distance function f4b0690
• Simplify naive density ratio estimation and allow for linear dependencies, remove naive subspace density ratio estimation 35b5fca
• Scale data space 56d855c
• Furthermore some small bug fixes, typos and changes in documentation.

New Contributors

• @CarlosPoses made their first contribution in #8

Full Changelog: v0.0.1-alpha.1...v0.0.1

Making zenodo work

v0.0.1-alpha.1

Update summary print with homogeneity test suggestion

First experimental release

This release contains the first implementation of density ratio estimation using ulsif() (unconstrained least-squares importance fitting) and kliep() (Kullback-Leibler importance estimation procedure), both with automatic model selection and predict and print functions. Additionally, it implements a hypothesis test to formally assess the discrepancy between the two data distributions.