Release rel-2.21.0 · pymc-devs/pytensor

What's Changed

Remove TopkOp by @mory91 in #686
Change behavior of helper set/inc to act on an indexed variable directly by @ricardoV94 in #730

Add matrix_transpose and .mT helpers by @Dhruvanshu-Joshi in #702
Add rewrite to lift linear algebra through certain linalg ops by @jessegrabowski in #622
Implement gradient for SVD by @jessegrabowski in #614
Add helper explicit_graph_inputs by @Dhruvanshu-Joshi in #712
Allow squeezing of specific non-broadcastable axis by @Dhruvanshu-Joshi in #713
Implement ufunc_outer like add.outer for binary Elemwise operations by @Dhruvanshu-Joshi in #745
Vectorize some cases of join and advanced subtensor by @ricardoV94 in #744
Implement numpy-like Rayleigh distribution by @Dhruvanshu-Joshi in #750

Ensure that gcc path is only added once to DLL search path by @maresb in #678
Only invoke config.cxx if non-empty by @mark-thm in #704
Fix broadcasting bug in vectorization of RandomVariables by @ricardoV94 in #738
Fix scan_checkpoints with sequences by @ricardoV94 in #754
Fix implementation of several RandomVariables in JAX backend by @ricardoV94 in #767

Pin Numpy version to <2 by @maresb in #692
Use add_dll_directory as a context manager by @maresb in #708
Add support for negative axis in specify_broadcastable by @Dhruvanshu-Joshi in #710
Add name kwarg to Op.call by @HarshvirSandhu in #693
Avoid dimshuffle if expand_dims has empty axis by @HangenYuu in #724
Remove deprecated bin module by @maresb in #726
Improve variable debugging methods by @ricardoV94 in #729
Make local_pow_to_nested_squaring rewrite more permissive by @ricardoV94 in #742
Change github link in documentation header by @lucianopaz in #747
Remove restrictive broadcastability check in local_blockwise_alloc by @ricardoV94 in #751
Support int-like shapes in pt.full by @wd60622 in #759
Enable no-cpython-wrapper in numba where possible by @aseyboldt in #765

Full Changelog: rel-2.20.0...rel-2.21.0