What's Changed

• BLD/MAINT: Remove poetry and replace with setuptools by @zoj613 in #39
• CI/CD: Prevent release workflow from failing due to pure wheel. by @zoj613 in #40
• CI/CD: Fix typo in release workflow by @zoj613 in #41
• MAINT: remove explicit version string in init module. by @zoj613 in #42

Full Changelog: v0.1.0-beta.5...v0.1.0-beta.6

Adds the GAMUS algorithm for oversampling, described at https://arxiv.org/pdf/2103.13823.pdf.

• Adds the ProWRAS algorithm for oversampling. It is meant to be an improvement over LoRAS.
• pin minimum numpy version to 1.17.0
• Use numpy's new Generator interface internally for random number generation. This changes the results of the oversamplers from previous versions.
• Make sure LoRAS makes a copy of the manifold_learner argument if not None instead of modifying it in-place.

• Generalizes the 2d manifold learning to allow any manifold learning object that implements scikit-learn's Estimator interface (e.g. using UMAP instead of the default TSNE).

• Improvements in correctness of the algorithm. Pretty sure its correct now!
• Improvements in single-threaded performance.
• added CI and wheel distribution for all platforms.