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

rel-2.13.0

What's Changed

Major Changes 🛠

• Use static-only broadcasting rules to compute shape of broadcasting by @aseyboldt in #345
• Allow rebuilding graphs when output type depends on input values by @ricardoV94 in #280
• Forbid runtime broadcasting in Elemwise by @ricardoV94 in #372

New Features 🎉

• Extend log_softmax stabilization rewrite to graphs with indexing and expand_dims by @ricardoV94 in #352
• Inline constants in composite graphs by @ricardoV94 in #361
• Add rewrite for Sum(MakeVector) by @aseyboldt in #346
• Infer shape of advanced boolean indexing by @ricardoV94 in #329

Bugfixes 🐛

• Fix bug in boolean_indexing_set_or_inc by @ricardoV94 in #359
• Fix miscelaneous bugs by @ricardoV94 in #368
• Fix bug in JAX implementation of Second by @ricardoV94 in #374

Maintenance 🔧

• Use Dimshuffle for expand_dims by @ricardoV94 in #353
• Don't run useless fusion and inplace rewrites in JAX mode by @ricardoV94 in #370
• Cleanup fusion rewrite database by @ricardoV94 in #369

Full Changelog: rel-2.12.3...rel-2.13.0

rel-2.12.3

What's Changed

Bugfixes 🐛

• Make Split a view op by @ricardoV94 in #344
• Don't change constant names in Features by @ricardoV94 in #348

Full Changelog: rel-2.12.2...rel-2.12.3

rel-2.12.2

What's Changed

Major Changes 🛠

• Add Cholesky dot(L, L.T) rewrite and remove sandbox module by @dehorsley in #303

New Features 🎉

• Improve Op string representation and debug_print formatting by @ricardoV94 in #319

Bugfixes 🐛

• Add missing "f" before format string (memory profiling) by @jklw in #327
• Fix misc bugs by @ricardoV94 in #340

Documentation 📖

• Don't recommend pydot-ng by @l8l in #336

New Contributors

• @dehorsley made their first contribution in #303
• @jklw made their first contribution in #327
• @l8l made their first contribution in #336

Full Changelog: rel-2.12.1...rel-2.12.2

rel-2.12.1

What's Changed

Bugfixes 🐛

• Fix bug in JAX cloning of RNG shared variables by @ricardoV94 in #315
• Fix mixed dtype bug in gammaincc_grad by @ricardoV94 in #318

Full Changelog: rel-2.12.0...rel-2.12.1

rel-2.12.0

What's Changed

Major Changes 🛠

• Implement scalar loop for iterative gradients by @ricardoV94 in #283

New Features 🎉

• Add jax implementation of pt.linalg.pinv by @jessegrabowski in #294
• Add JAX support for pt.tri by @jessegrabowski in #302

Maintenance 🔧

• Fetch all commits and tags when building sdist by @maresb in #293
• Some OpenMP tweaks by @ricardoV94 in #304
• Include missing Faddeeva files in package by @maresb in #310

Full Changelog: rel-2.11.3...rel-2.12.0

rel-2.11.3

What's Changed

Bugfixes 🐛

• Fix JAX Scan for output ndim > 1 by @jessegrabowski in #288

Maintenance 🔧

• Remove non-Python files from package by @carlsmedstad in #276
• Speedup Numba Scans with vector inputs by @ricardoV94 in #235

New Contributors

• @carlsmedstad made their first contribution in #276
• @jessegrabowski made their first contribution in #288

Full Changelog: rel-2.11.2...rel-2.11.3

rel-2.11.2

What's Changed

New Features 🎉

• Add stabilization rewrite for log_diff_exp by @ricardoV94 in #212

Bugfixes 🐛

• Fix local_subtensor_rv_lift rewrite bug with vector parameters by @ricardoV94 in #281

Maintenance 🔧

• Import CompileError from setuptools not distutils by @maresb in #277

Full Changelog: rel-2.11.1...rel-2.11.2

rel-2.11.1

What's Changed

New Features 🎉

• Implement JAX dot with sparse constants by @ricardoV94 in #273

Bugfixes 🐛

• Allow default_output to be any valid Python index by @ricardoV94 in #274

Full Changelog: rel-2.11.0...rel-2.11.1

rel-2.11.0

What's Changed

Major Changes 🛠

• Refactored RV _print_name to long names by @shreyas3156 in #244
• Rename sgn to sign by @sudarsan2k5 in #228

New Features 🎉

• Fix Scan JAX dispatcher by @ricardoV94 in #232
• Optimize while scans when only last state is needed by @ricardoV94 in #216
• Allow string keys in eval utility by @Raj-Parekh24 in #242

Bugfixes 🐛

• Fix scan save memory rewrite bug by @ricardoV94 in #236
• Fix non-contiguous reshapes in numba backend by @aseyboldt in #255
• get_scalar_constant_value now raises for non-scalar inputs by @shreyas3156 in #248
• Raise NotImplementedError when trying to convert MaskedArrays by @ricardoV94 in #260
• Fix bug in gradient of set_subtensor by @ricardoV94 in #267

Documentation 📖

• Fix a typo in Graph Rewriting Doc by @shreyas3156 in #261

Maintenance 🔧

• Fix numpy DeprecationWarning when converting integers to PyTensor Constants by @ricardoV94 in #238
• Add explicit support for Python 3.11 by @ricardoV94 in #198
• 🔄 From Aesara: 1337: Add basic overloads for Numba sparse types by @twiecki in #102
• Bump pypa/gh-action-pypi-publish from 1.8.1 to 1.8.3 by @dependabot in #257

New Contributors

• @shreyas3156 made their first contribution in #244
• @Raj-Parekh24 made their first contribution in #242

Full Changelog: rel-2.10.1...rel-2.11.0