v0.4.0 Release Prep #17
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…setting sigma_sq values, and instead only indicate whether to train them.
Changed SigmaSq to its own class type.
missed dropping a reference to old sigma_sq api pattern
* Fixed a bug causing sigma_sqs to always go unlearned.
…y sigma_sq (assuming it is trained). Overridable with the apply_sigma_sq kwarg. (#6)
…d dispersed them throughout the code. Simplified optimization API. Cleaned up some documentation. (#8)
* First pass on a univariate regression tutorial, describing the basics of MuyGPyS. * Cleaned up some comments and documentation. * Linked tutorial notebook into docs and inserted links. * bugfix: changed return distances semantics and documentation to work correctly. * some miscellaneous cleanup. * Added regression API tutorial. * Edited readme to remove code and added links to notebooks.
* Addresses sigma_sq inference bug in issue #10 * Fixed test chassis to avoid overly smooth curves for to guarantee well-behaved estimators.
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Bundles all recent updates into v0.4.0