Lsdb

What's Changed
* "Getting data into LSDB" should include a reference to the import topic by gitosaurus in https://github.com/astronomy-commons/lsdb/pull/483
* Add catalog validation tutorial by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/480
* Tutorial for using index tables and search. by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/484
* Address warning on writing catalog. by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/488
* Add plot moc method by smcguire-cmu in https://github.com/astronomy-commons/lsdb/pull/491
* Add join catalogs notebook by camposandro in https://github.com/astronomy-commons/lsdb/pull/481
* Some grammar and clarity updates by OliviaLynn in https://github.com/astronomy-commons/lsdb/pull/482
* Update nested-dask to v0.3.0 by hombit in https://github.com/astronomy-commons/lsdb/pull/493
* Update pyproject.toml by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/494

New Contributors
* gitosaurus made their first contribution in https://github.com/astronomy-commons/lsdb/pull/483
* OliviaLynn made their first contribution in https://github.com/astronomy-commons/lsdb/pull/482

**Full Changelog**: https://github.com/astronomy-commons/lsdb/compare/v0.4.1...v0.4.2

What's Changed
* Always load index column with no pandas metadata by smcguire-cmu in https://github.com/astronomy-commons/lsdb/pull/449
* Merge development branch by camposandro in https://github.com/astronomy-commons/lsdb/pull/452
* Update copier by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/448
* Fix benchmarking data for HATS migration by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/457
* Fix shallow copy of catalog structure by camposandro in https://github.com/astronomy-commons/lsdb/pull/447
* Write point map on `to_hipscat` by camposandro in https://github.com/astronomy-commons/lsdb/pull/439
* Disable fine filtering in margin generation for from_dataframe by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/458
* Use new healpix plotting from hats by smcguire-cmu in https://github.com/astronomy-commons/lsdb/pull/462
* Update output from docs. Update path to hats catalogs. by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/445
* Pre-factor to simplify hats loading by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/461
* Patch sky map when catalog has empty partitions by camposandro in https://github.com/astronomy-commons/lsdb/pull/474
* Remove margin object from `read_hats` by camposandro in https://github.com/astronomy-commons/lsdb/pull/475
* Update dependencies by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/476


**Full Changelog**: https://github.com/astronomy-commons/lsdb/compare/v0.4.0...v0.4.1

Many **BREAKING** changes

What's Changed
* Bump asv from 0.6.3 to 0.6.4 by dependabot in https://github.com/astronomy-commons/lsdb/pull/411
* Use healpix shim for healpy operations. by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/412
* Wrap nested_dask dropna function by smcguire-cmu in https://github.com/astronomy-commons/lsdb/pull/410
* Replace FilePointer with universal pathlib by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/413
* Set _hipscat_index as pandas index, where possible. by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/415
* HATS renaming by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/443


**Full Changelog**: https://github.com/astronomy-commons/lsdb/compare/v0.3.0...v0.4.0

What's Changed
* Replace dask dataframe with nested-dask by smcguire-cmu in https://github.com/astronomy-commons/lsdb/pull/368
* Reformat Docs Structure, Index page, and Getting Started Guide by smcguire-cmu in https://github.com/astronomy-commons/lsdb/pull/406
* Create "Getting data into LSDB" documentation by camposandro in https://github.com/astronomy-commons/lsdb/pull/400
* update LINCC Logo by nevencaplar in https://github.com/astronomy-commons/lsdb/pull/407
* Add merge_asof function to catalog by smcguire-cmu in https://github.com/astronomy-commons/lsdb/pull/409


**Full Changelog**: https://github.com/astronomy-commons/lsdb/compare/v0.2.9...v0.3.0

What's Changed
* Allow `margin_cache` provided with PosixPath by camposandro in https://github.com/astronomy-commons/lsdb/pull/384
* Provide arrow schema on HiPSCat catalog creation by camposandro in https://github.com/astronomy-commons/lsdb/pull/383
* Require recent hipscat. by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/395


**Full Changelog**: https://github.com/astronomy-commons/lsdb/compare/v0.2.8...v0.2.9

What's Changed
* Docs hot fixes by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/378
* Make from_dataframe defaults consistent with hipscat-import by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/379


**Full Changelog**: https://github.com/astronomy-commons/lsdb/compare/v0.2.7...v0.2.8