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

rel-2.8.11

Changes in PyTensor

• Optimize Scan inner graph when compiling to Numba by @ricardoV94 in #28
• Some numba backend fixes by @aseyboldt in #46
• Misc RandomVariable improvements by @ricardoV94 in #79
• Fix bug in AdvancedSubtensor infer_shape by @ricardoV94 in #101
• Add script to downstream PRs. by @twiecki in #39
• Add plain issue template by @tjburch in #42
• Fix contributing broken link by @madt2709 in #45
• Some pylint and pyupgrade cleanups by @Armavica in #29
• Fix argument name in is_in_ancestors by @sudarsan2k5 in #67
• Stop using deprecated generated_jit by @aseyboldt in #69
• Add dict type to check_deterministic by @ferrine in #75
• Add script to upstream PRs. by @twiecki in #68
• Add boundschecks in numba backend by @aseyboldt in #94
• Implement graph replace utility by @ferrine in #66
• Typing fixes by @michaelosthege in #104
• Remove unused files, update contributing guide and PR template by @michaelosthege in #105
• Improve numba DimShuffle compile time by @aseyboldt in #95

Changes in Aesara that were incorporated in PyTensor

• Add solve_discrete_lyapunov and solve_continuous_lyapunov by @jessegrabowski in #33
• Remove CholeskyGrad Op 1302 by @sudarsan2k5 in #36
• Replace time.time with time.perf_counter by @redbopo in #34
• Harmonize softplus implementations by @ricardoV94 in #35
• Refactor SharedVariable and its interfaces by @brandonwillard in #37
• Remove redundant graph_inputs usage in OpFromGraph by @brandonwillard in #38
• Add a fusion rewrite for CAReduces with Elemwise inputs by @brandonwillard in #40
• Add type hint None to specify_shape by @sudarsan2k5 in #82
• Add basic support for SciPy CSC and CSR sparse types in Numba by @brandonwillard in #96
• Fix the JAX RandomVariable dispatcher by @rlouf in #103
• Add JAX implementation for LogNormalRV by @juanitorduz in #106

New Contributors

• @larryshamalama made their first contribution in #27
• @ricardoV94 made their first contribution in #28
• @twiecki made their first contribution in #33
• @tjburch made their first contribution in #42
• @madt2709 made their first contribution in #45
• @Armavica made their first contribution in #29
• @sudarsan2k5 made their first contribution in #67
• @aseyboldt made their first contribution in #69

Full Changelog: rel-2.8.10...rel-2.8.11

rel-2.8.10

What changed since forking from aesara-devs/aesara@5aa17801

• The project was renamed to PyTensor by @pymc-devs.
• Updates to the license file, governance structure, code of conduct and readme by @pymc-devs, @ricardoV94, @twiecki, @michaelosthege, @OriolAbril.
• Addition of new issue templates by @ferrine in #8
• Switched to PyMC documentation theme by @OriolAbril in #18
• Updated the pre-commit to mypy v0.991 by @michaelosthege in d88f3f9

Changes since Aesara 2.8.9

The last Aesara release before we forked was 2.8.9 and these were the contributions to aesara-devs/aesara that happened before we forked:

• Updated time.clock() to time.perf_counter() in documentation under tutorial/conditions by @ntmkhanh in aesara-devs/aesara#1293
• Add kwargs to aesara.graph.basic.clone_get_equiv by @brandonwillard in aesara-devs/aesara#1296
• Replace some uses of TensorType.broadcastable with TensorType.shape by @brandonwillard in aesara-devs/aesara#1297
• Make as_symbolic work with sparse matrices by @brandonwillard in aesara-devs/aesara#1298
• Update codecov-action version by @brandonwillard in aesara-devs/aesara#1300
• Add name argument to clone methods via kwargs by @wd60622 in aesara-devs/aesara#1282