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

rel-2.10.1

What's Changed

Bugfixes 🐛

• Fix spurious warning from FusionOptimizer by @ricardoV94 in #225

Full Changelog: rel-2.10.0...rel-2.10.1

rel-2.10.0

What's Changed

Major Changes 🛠

• Drop support for Python 3.7 by @ricardoV94 in #210

New Features 🎉

• Extend support of RandomVariables in JAX backend by @ricardoV94 in #200
• Rewrite products of exponents as exponent of sum by @tamastokes in #186
• Propagate static shape in MaxAndArgmax by @covertg in #206
• Implement JAX dispatch for Split by @ricardoV94 in #209
• Fuse Elemwise graphs that have multiple outputs and clients by @ricardoV94 in #121

Bugfixes 🐛

• 🔄 From Aesara: 1345: Fix the JAX Subtensor and IncSubtensor dispatcher by @ricardoV94 in #211
• Fix numba implementation of empty DimShuffle by @aseyboldt in #218

Maintenance 🔧

• Fix math typo in sigmoid by @SangamSwadiK in #202
• Bump pypa/cibuildwheel from 2.11.4 to 2.12.0 by @dependabot in #197
• Fix stack type hints by @covertg in #205
• Don't cancel tests in CI early by @aseyboldt in #147
• Add pyupgrade to pre-commit and apply it by @Armavica in #213
• Fix DeprecationWarning from scipy.sparse.base by @covertg in #214
• Upgrade pre-commit tools and apply black format by @Armavica in #217

New Contributors

• @SangamSwadiK made their first contribution in #202
• @dependabot made their first contribution in #197
• @covertg made their first contribution in #205
• @tamastokes made their first contribution in #186

Full Changelog: rel-2.9.1...rel-2.10.0

rel-2.9.1

ℹ️ Versions 2.8.12 and 2.9.0 did not get released on PyPI or conda-forge due to hiccups in our CI pipeline. The corresponding release notes were merged into the seconds below.

What's Changed

Major Changes 🛠

• [from 2.8.12] Allow passing static shape to tensor creation helpers by @ricardoV94 in #118
  • The first and only positional argument to tensor is now name. dtype and shape are now keyword-only arguments in all tensor constructor helpers (tensor, matrix, ...)

New Features 🎉

• Add slogdet for Numba and JAX by @mtsokol in #172
• [from 2.9.0] Compute static shape types in outputs of Join by @michaelosthege in #164
• [from 2.9.0] Add Ops for Gaussian Hypergeometric Function, Pochhammer Symbol, and Factorials by @ColtAllen in #90
• [from 2.8.12] 🔄 From Aesara: 1362: "Add HalfNormalRV JAX implementation" by @theorashid in #129

Bugfixes 🐛

• Handle invalid BroadcastTo shape in C backend by @ricardoV94 in #175
• [from 2.8.12] Fix bug in truncated_graph_inputs by @ricardoV94 in #113
• [from 2.8.12] Fix JAX dispatch for multi-output Composite by @ricardoV94 in #123

Maintenance 🔧

• Improve CI pinelines by @danhphan in #176
• Seed logsumexp benchmark tests by @ricardoV94 in #185
• Create README.md by @canyon289 in #190
• Fix release pipeline by @cerrussell in #183
• [from 2.9.0] Fix PyPI description and update GitHub Actions by @michaelosthege in #171
• [from 2.9.0] A more low level implementation of vectorize in numba by @aseyboldt in #92
• [from 2.8.12] Update Release Notes template by @ricardoV94 in #117
• [from 2.8.12] 🔄 From Aesara: 1345: "Splitting before using JAX key" by @AdrienCorenflos in #130
• [from 2.8.12] Make tests compatible with newer version of JAX by @ricardoV94 in #133
• [from 2.8.12] Make scan to be a cython extention by @ferrine in #77
• [from 2.8.12] Remove deprecated modules by @ferrine in #111
• [from 2.8.12] 🔄 From Aesara: #1347 and # 1365: " Add CI support for benchmarking" by @brandonwillard in #139
• [from 2.8.12] Added PyTensor logo SVG by @fonnesbeck in #142
• [from 2.8.12] Remove some inline arguments and make some njit functions global by @aseyboldt in #144
• [from 2.8.12] Fix logit sigmoid function typo by @guin0x in #157

New Contributors

• @danhphan made their first contribution in #176
• @mtsokol made their first contribution in #172
• @canyon289 made their first contribution in #190
• @cerrussell made their first contribution in #183
• @fonnesbeck made their first contribution in #142
• @guin0x made their first contribution in #157
• @ColtAllen made their first contribution in #90

Full Changelog: rel-2.8.11...rel-2.8.12
Full Changelog: rel-2.8.12...rel-2.9.0
Full Changelog: rel-2.9.0...rel-2.9.1

rel-2.9.0

⚠️ This version was not released on PyPI or conda-forge.

What's Changed

New Features 🎉

• Compute static shape types in outputs of Join by @michaelosthege in #164
• Add Ops for Gaussian Hypergeometric Function, Pochhammer Symbol, and Factorials by @ColtAllen in #90

Maintenance 🔧

• Fix PyPI description and update GitHub Actions by @michaelosthege in #171
• A more low level implementation of vectorize in numba by @aseyboldt in #92

New Contributors

• @ColtAllen made their first contribution in #90

Full Changelog: rel-2.8.12...rel-2.9.0

rel-2.8.12

⚠️ This version was not released on PyPI or conda-forge.

What's Changed

Major Changes 🛠

• Allow passing static shape to tensor creation helpers by @ricardoV94 in #118
  • The first and only positional argument to tensor is now name. dtype and shape are now keyword-only arguments in all tensor constructor helpers (tensor, matrix, ...)

New Features 🎉

• 🔄 From Aesara: 1362: "Add HalfNormalRV JAX implementation" by @theorashid in #129

Bugfixes 🐛

• Fix bug in truncated_graph_inputs by @ricardoV94 in #113
• Fix JAX dispatch for multi-output Composite by @ricardoV94 in #123

Maintenance 🔧

• Update Release Notes template by @ricardoV94 in #117
• 🔄 From Aesara: 1345: "Splitting before using JAX key" by @AdrienCorenflos in #130
• Make tests compatible with newer version of JAX by @ricardoV94 in #133
• Make scan to be a cython extention by @ferrine in #77
• Remove deprecated modules by @ferrine in #111
• 🔄 From Aesara: #1347 and # 1365: " Add CI support for benchmarking" by @brandonwillard in #139
• Added PyTensor logo SVG by @fonnesbeck in #142
• Remove some inline arguments and make some njit functions global by @aseyboldt in #144
• Fix logit sigmoid function typo by @guin0x in #157

New Contributors

• @fonnesbeck made their first contribution in #142
• @guin0x made their first contribution in #157

Full Changelog: rel-2.8.11...rel-2.8.12