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

rel-2.17.3

What's Changed

Bugfixes 🐛

• Fix numpy integer check in TensorType by @ricardoV94 in #478

Full Changelog: rel-2.17.2...rel-2.17.3

rel-2.17.2

What's Changed

Bugfixes 🐛

• Correctly report the elemwise output type in Numba by @aseyboldt in #468
• Fix RandomVariable static type shape bug by @ricardoV94 in #475

Maintenance 🔧

• Explicitly prevent Python 3.12 by @maresb in #470

Full Changelog: rel-2.17.1...rel-2.17.2

rel-2.17.1

What's Changed

Bugfixes 🐛

• Fail graciously in local_pow_to_nested_squaring when static type shape is updated by @ricardoV94 in #461
• Fix bug in TensorVariable.__rmatmul__ by @ricardoV94 in #465
• Use boolean __props__ in SVD Op by @ricardoV94 in #467

Full Changelog: rel-2.17.0...rel-2.17.1

rel-2.17.0

What's Changed

Major Changes 🛠

• Do not invert Gamma rate and fix JAX implementation of Gamma and Pareto by @tvwenger in #460

New Features 🎉

• Extend cholesky of triangular dot rewrite to matmul Ops by @ricardoV94 in #459

New Contributors

• @tvwenger made their first contribution in #460

Full Changelog: rel-2.16.3...rel-2.17.0

rel-2.16.3

What's Changed

New Features 🎉

• Use Blockwise for matmul by @ricardoV94 in #452
• Add numba overload for solve_triangular by @jessegrabowski in #423

Bugfixes 🐛

• Exclude local_careduce_fusion from Numba backend by @ricardoV94 in #450

Full Changelog: rel-2.16.2...rel-2.16.3

rel-2.16.2

What's Changed

Bugfixes 🐛

• Exclude backend incompatible rewrites in Scan dispatch by @ricardoV94 in #427

Maintenance 🔧

• Pin numpy upper version by @ricardoV94 in #446
• Fix jax deprecated product by @ricardoV94 in #448

Full Changelog: rel-2.16.1...rel-2.16.2

rel-2.16.1

What's Changed

Bugfixes 🐛

• Fix SoftmaxGrad failure with constant dy in numba backend by @ricardoV94 in #435
• Fix bug in local_dimshuffle_subtensor rewrite by @ricardoV94 in #438

Full Changelog: rel-2.16.0...rel-2.16.1

rel-2.16.0

What's Changed

Major Changes 🛠

• Implement graph.vectorize and Blockwise Op by @ricardoV94 in #306
• Deprecate extract_diag and linalg.trace in favor of numpy look-alikes by @ricardoV94 in #428

New Features 🎉

• Add Op corresponding to scipy.linalg.solve_discrete_are by @jessegrabowski in #417
• Improve static output shape and numba implementations of some Ops by @aseyboldt in #375

Documentation 📖

• DOC: Fix docstrings in gradient.py by @hsinfan1996 in #415

Maintenance 🔧

• Rename module pytensor.tensor.var to pytensor.tensor.variable by @purna135 in #424

New Contributors

• @purna135 made their first contribution in #424
• @hsinfan1996 made their first contribution in #415

Full Changelog: rel-2.15.0...rel-2.16.0