Pynndescent

Fix caching issues with trees

What's Changed
* Make `spearmanr` a dissimilarity measure by jakobhansen-blai in https://github.com/lmcinnes/pynndescent/pull/204
* Update tests to fix 207 by lmcinnes in https://github.com/lmcinnes/pynndescent/pull/208
* Fix issues with infinite recursion in random projection tree generation by jakobhansen-blai in https://github.com/lmcinnes/pynndescent/pull/210

New Contributors
* jakobhansen-blai made their first contribution in https://github.com/lmcinnes/pynndescent/pull/204

**Full Changelog**: https://github.com/lmcinnes/pynndescent/compare/0.5.8...0.5.9

What's Changed
* Fixing the bug with n_trees introduced when fixing 180 by Petkomat in https://github.com/lmcinnes/pynndescent/pull/183
* Accepting rp trees with no splits by Petkomat in https://github.com/lmcinnes/pynndescent/pull/185
* [minor] clean up some strings by jamestwebber in https://github.com/lmcinnes/pynndescent/pull/171
* [small fix] add spaces to warning message by jamestwebber in https://github.com/lmcinnes/pynndescent/pull/145
* Only one update method by Petkomat in https://github.com/lmcinnes/pynndescent/pull/189
* Replace pkg_resources with importlib.metadata by konstin in https://github.com/lmcinnes/pynndescent/pull/137
* Increase test_spearmanr tolerance by ginggs in https://github.com/lmcinnes/pynndescent/pull/199
* Fix typos in docu by MalteIwanicki in https://github.com/lmcinnes/pynndescent/pull/198

New Contributors
* Petkomat made their first contribution in https://github.com/lmcinnes/pynndescent/pull/183
* konstin made their first contribution in https://github.com/lmcinnes/pynndescent/pull/137
* ginggs made their first contribution in https://github.com/lmcinnes/pynndescent/pull/199
* MalteIwanicki made their first contribution in https://github.com/lmcinnes/pynndescent/pull/198

**Full Changelog**: https://github.com/lmcinnes/pynndescent/compare/0.5.7...0.5.8

What's Changed
* removed old CI files by jamestwebber in https://github.com/lmcinnes/pynndescent/pull/169
* fix wminkowski implementation, and test for scipy >= 1.8.0 by jamestwebber in https://github.com/lmcinnes/pynndescent/pull/170
* Parallelize deheap_sort by jamestwebber in https://github.com/lmcinnes/pynndescent/pull/168
* [bug] was overwriting input indices in graph utils function by jamestwebber in https://github.com/lmcinnes/pynndescent/pull/172
* fix: remove cache=True from numba functions that implement parallel=True by rhysnewell in https://github.com/lmcinnes/pynndescent/pull/175
* Ensure query after to update works correctly (fixes 180) by lmcinnes in https://github.com/lmcinnes/pynndescent/pull/181
* Ensure that tree_init=False works including for querying by lmcinnes in https://github.com/lmcinnes/pynndescent/pull/182

New Contributors
* rhysnewell made their first contribution in https://github.com/lmcinnes/pynndescent/pull/175

**Full Changelog**: https://github.com/lmcinnes/pynndescent/compare/0.5.6...0.5.7

What's Changed
* Fix "'NNDescent' object has no attribute '_vertex_order'" crash in NNDescent.update by ThomasNickerson in https://github.com/lmcinnes/pynndescent/pull/147
* 1d wasserstein by cjweir in https://github.com/lmcinnes/pynndescent/pull/155
* fix docstring for NNDescent by jamestwebber in https://github.com/lmcinnes/pynndescent/pull/160
* Optional parallel query batch by lmcinnes in https://github.com/lmcinnes/pynndescent/pull/162
* Update sparse distances by lmcinnes in https://github.com/lmcinnes/pynndescent/pull/165

New Contributors
* ThomasNickerson made their first contribution in https://github.com/lmcinnes/pynndescent/pull/147

**Full Changelog**: https://github.com/lmcinnes/pynndescent/compare/0.5.5...0.5.6

What's Changed
* [bug fix] Always used checked_flagged_heap_push to prevent redundant edges by jamestwebber in https://github.com/lmcinnes/pynndescent/pull/138
* Add deprecation notice to n_search_trees parameter docstring by jlmelville in https://github.com/lmcinnes/pynndescent/pull/143

New Contributors
* jamestwebber made their first contribution in https://github.com/lmcinnes/pynndescent/pull/138

**Full Changelog**: https://github.com/lmcinnes/pynndescent/compare/0.5.4...0.5.5