What's Changed
* Enable python 3.12 in CI by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/344
* Rename search method and add fine as a search object argument by camposandro in https://github.com/astronomy-commons/lsdb/pull/345
* Fix empty right catalog error in cross-matching by hombit in https://github.com/astronomy-commons/lsdb/pull/349
* Refactor AbstractCrossmatchAlgorithm by smcguire-cmu in https://github.com/astronomy-commons/lsdb/pull/347
* Allow path-like objects in the margin cache argument by camposandro in https://github.com/astronomy-commons/lsdb/pull/353
* Update catalog threshold estimation by camposandro in https://github.com/astronomy-commons/lsdb/pull/356
* Use pathlib for test path construction. by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/354
* Specify argument name for optional storage_options argument. by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/358
* Support to query params on http filesystem by Schwarzam in https://github.com/astronomy-commons/lsdb/pull/355
* Support map_partitions ufunc with non data frame output by smcguire-cmu in https://github.com/astronomy-commons/lsdb/pull/357
* Require recent hipscat by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/361
**Full Changelog**: https://github.com/astronomy-commons/lsdb/compare/v0.2.5...v0.2.6