rel-2.20.0

What's Changed

Major Changes 🛠

• Allow defining an OpFromGraph from constant and shared inputs by @ricardoV94 in #676
• Make Constant and Shared variables subclasses of the respective Variables by @ricardoV94 in #628
• Drop Python 3.9 by @Armavica in #682

New Features 🎉

• Allow more dynamic shape scans to be compiled by @ricardoV94 in #647

Bugfixes 🐛

• Handle implicit broadcasting correctly in RandomVariable vectorization by @ricardoV94 in #664
• Fix bug when broadcasting branches in local_useless_switch rewrite by @ricardoV94 in #681

Maintenance 🔧

• Fix PyPy by eliminating deprecated library detection code by @maresb in #662
• prevent log10 L_op from upcasting by @tvwenger in #668
• Suppress caching warning when compiling Numba functions by @ricardoV94 in #674
• Remove numba-scipy dependency by @ricardoV94 in #675
• Rewriting the kron function using JAX implementation by @tanish1729 in #684

New Contributors

• @tanish1729 made their first contribution in #684

Full Changelog: rel-2.19.0...rel-2.20.0

rel-2.19.0

What's Changed

Major Changes 🛠

• Support Python 3.12 by @maresb in #488
• Deprecate ScalarSharedVariable by @ricardoV94 in #629

New Features 🎉

• Implement numba overload for POTRF, LAPACK cholesky routine by @jessegrabowski in #578
• Refactor nlinalg.norm to match np.linalg.norm signature and functionaly by @jessegrabowski in #588
• Add inf special cases in C implementation of gamma related functions by @amyoshino in #634
• Implement tensor.special.logit helper by @HarshvirSandhu in #645
• Add JAX support for SortOp by @HarshvirSandhu in #657

Bugfixes 🐛

• Fix tensordot implementation by @lucianopaz in #607
• Do not change global config flag in printing test by @ricardoV94 in #602
• Replace usage of sys.stdout.encoding with sys.getdefaultencoding() by @t-kalinowski in #617
• Prevent local_sum_make_vector from introducing forbidden float64 by @tvwenger in #659

Documentation 📖

• Remove emphasis of being a fork by @twiecki in #592
• Add background section of fork history by @twiecki in #594

Maintenance 🔧

• Loosen versioneer version requirement from exact to min version by @carlsmedstad in #593

New Contributors

• @juanitorduz made their first contribution in #586
• @pre-commit-ci made their first contribution in #612
• @t-kalinowski made their first contribution in #617
• @HarshvirSandhu made their first contribution in #645

Full Changelog: rel-2.18.6...rel-2.19.0

rel-2.18.6

What's Changed

New Features 🎉

• Vectorize softmax and argmax nodes by @ricardoV94 in #571
• Add linalg.block_diag and sparse equivalent by @jessegrabowski in #576

Bugfixes 🐛

• Remove incorrect solve usage in psd_solve_with_chol rewrite by @jessegrabowski in #575
• Fix vectorize_graph bug when replacements were provided for only some outputs of a node by @ricardoV94 in #570
• Don't store fortran objects in ScipyGer tag by @lucianopaz in #574
• Fix bug in storage_input alignment of the JAX backend by @ricardoV94 in #587

Full Changelog: rel-2.18.5...rel-2.18.6

rel-2.18.5

What's Changed

New Features 🎉

• Add rewrite for matmul when only one of the inputs has batched dimensions by @ricardoV94 in #558
• Implement betaincinv and gammainc[c]inv functions by @amyoshino in #502

Bugfixes 🐛

• Fix bug where ShapeFeature would create circular shape graph by @ricardoV94 in #566

Documentation 📖

• Update vectorize_graph docstring by @zaxtax in #557

New Contributors

• @zaxtax made their first contribution in #557

Full Changelog: rel-2.18.4...rel-2.18.5

rel-2.18.4

What's Changed

New Features 🎉

• Implement vectorize_node for CheckAndRaise Op by @ricardoV94 in #553

Bugfixes 🐛

• Do not generate C code for BatchedDot when BLAS flags are missing by @ricardoV94 in #550

Maintenance 🔧

• Add aliases for arithmetic inequality function equivalents in NumPy by @lmmx in #533

New Contributors

• @lmmx made their first contribution in #533

Full Changelog: rel-2.18.3...rel-2.18.4

rel-2.18.3

What's Changed

New Features 🎉

• Add Exponentially scaled modified Bessel Op by @dehorsley in #543

Bugfixes 🐛

• Fix bugs in shape inference by @ricardoV94 in #546

Documentation 📖

• Update aliases to reflect package name by @jessegrabowski in #547

Full Changelog: rel-2.18.2...rel-2.18.3

rel-2.18.2

What's Changed

New Features 🎉

• Extend sum of mul rewrite for multiple axis by @ricardoV94 in #484
• Blockwise improvements by @ricardoV94 in #532

Maintenance 🔧

• Include C cache preloading in profile output by @ricardoV94 in #522
• Faster vectorize by walking sorted nodes by @ricardoV94 in #520
• Faster infer_static_shape by @ricardoV94 in #521
• Add _logger.debug statements to cmodule default blas ldflags by @lucianopaz in #528

Full Changelog: rel-2.18.1...rel-2.18.2

rel-2.18.1

What's Changed

Bugfixes 🐛

• Do not merge while scans with different until condition by @ricardoV94 in #510
• Handle windows conda library directories in default blas by @lucianopaz in #517
• Fix vectorized shape by @ricardoV94 in #519

Maintenance 🔧

• Make params exclusive to COps by @ricardoV94 in #513

Full Changelog: rel-2.18.0...rel-2.18.1

rel-2.18.0

What's Changed

Major Changes 🛠

• Implement ChiSquare via Gamma by @wd60622 in #490
• Implement vectorize helper with similar semantics to that of NumPy by @ricardoV94 in #500

New Features 🎉

• Implement JAX dispatch for TriGamma by @ricardoV94 in #498
• Vectorize dispatch for shape operations by @ricardoV94 in #454

Bugfixes 🐛

• Use empty blas_ldflags if no cxx is configured by @lucianopaz in #506

Documentation 📖

• Add set and inc TensorVariable methods for set_subtensor and inc_subtensor operations by @ricardoV94 in #494

Maintenance 🔧

• Unpin numpy in pyproject.toml by @twiecki in #492
• Defer the use of nfunc_spec in JAX scalar dispatch by @ferrine in #496
• Implement Polygamma Op by @ricardoV94 in #505

New Contributors

• @wd60622 made their first contribution in #490

Full Changelog: rel-2.17.4...rel-2.18.0

rel-2.17.4

What's Changed

New Features 🎉

• Support Blockwise in JAX backend by @ricardoV94 in #487

Bugfixes 🐛

• Fix memory leak in TensorFromScalar by @twiecki in #485

Maintenance 🔧

• Fix import errors if setuptools is too old by @ferrine in #483
• Change default blas_info dictionary in cmodule by @lucianopaz in #444
• Add specialization rewrite for solve with batched b by @ricardoV94 in #482

New Contributors

• @lucianopaz made their first contribution in #444

Full Changelog: rel-2.17.3...rel-2.17.4