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

rel-2.15.0

What's Changed

Major Changes 🛠

• Add shape_unsafe tag to rewrites that can hide shape errors by @ricardoV94 in #381
• Forbid runtime broadcasting by Alloc by @ricardoV94 in #390

New Features 🎉

• Extend ExtractDiag gradient and numba implementation to higher dimensional inputs by @ricardoV94 in #389

Bugfixes 🐛

• Fix typo in profile summary printing function by @Armavica in #416
• Fix numba implementation of CumOp when axis is None by @ricardoV94 in #420

Documentation 📖

• Fix docstrings reference for the betainc_grad function by @amyoshino in #412

Maintenance 🔧

• Don't run merge optimization in ScalarInnerGraphOp.fgraph by @ricardoV94 in #406

New Contributors

• @amyoshino made their first contribution in #412

Full Changelog: rel-2.14.2...rel-2.15.0

rel-2.14.2

What's Changed

New Features 🎉

• Provide JAX Ops from Optional tensorflow-probability dependency by @ricardoV94 in #403

Bugfixes 🐛

• Retain more precise types in MergeOptimizer by @ricardoV94 in #405

Maintenance 🔧

• Add numpy constants to pytensor.tensor scope by @ricardoV94 in #404

Full Changelog: rel-2.14.1...rel-2.14.2

rel-2.14.1

What's Changed

Bugfixes 🐛

• Don't include local_uint_constant_indices rewrite in JAX mode due to XLA bug by @ricardoV94 in #400
• Fix overly strict check in local_pow_specialize rewrite by @ricardoV94 in #402

Full Changelog: rel-2.14.0...rel-2.14.1

rel-2.14.0

What's Changed

Major Changes 🛠

• Drop support for Python 3.8 by @ricardoV94 in #391
• Don't try to infer support shape of multivariate RVs by default by @ricardoV94 in #388

Bugfixes 🐛

• Fix bug with dummy output clients in local_det_chol rewrite by @jessegrabowski in #393
• Speedup truncated_graph_inputs by @ferrine in #394

Maintenance 🔧

• Unify signatures of graph_replace and clone_replace by @ferrine in #398

Full Changelog: rel-2.13.1...rel-2.14.0

rel-2.13.1

What's Changed

Bugfixes 🐛

• Fix bug in tag_solve_triangular rewrite by @jessegrabowski in #383

Full Changelog: rel-2.13.0...rel-2.13.1