rel-2.31.2

What's Changed

New Features 🎉

• C implementation of convolve1d by @ricardoV94 in #1404

Bugfixes 🐛

• Fix numba dispatch not returning arrays or wrong dtypes by @ricardoV94 in #1406
• Respect check_finite in LU decomposition rewrites by @ricardoV94 in #1417
• Fix GEMV dot case with empty output and beta 0 by @ricardoV94 in #1410
• Fix shape issues in jax tridiagonal solve by @benmaier in #1414

New Contributors

• @benmaier made their first contribution in #1414

Full Changelog: rel-2.31.1...rel-2.31.2

rel-2.31.1

What's Changed

New Features 🎉

• Reuse LU decomposition in Solve by @ricardoV94 in #1396

Bugfixes 🐛

• Fix bug in gemv c code by @ricardoV94 in #1408
• Fix bug in local_blockwise_advanced_inc_subtensor by @ricardoV94 in #1405

Full Changelog: rel-2.31.0...rel-2.31.1

rel-2.31.0

What's Changed

Major Changes 🛠

• Speedup AdvancedSubtensor1 and AdvancedIncSubtensor1 in C backend by @ricardoV94 in https://github.com/pymc-devs/
  pytensor/pull/1346
  • AdvancedIncSubtensor1 now explicitly forbids runtime broadcast

New Features 🎉

• Add Ops for LU Factorization by @jessegrabowski in #1218
• Implement several subtensor lift rewrites by @ricardoV94 in #1158
• Implement numba dispatch of StudentT by @ricardoV94 in #1402
• Implement C code for ExtractDiagonal and ARange by @ricardoV94 in #1392

Bugfixes 🐛

• Use shell=False for Popen on Windows by @michaelosthege in #1324
• Fix lu_solve with batch inputs by @ricardoV94 in #1394

Maintenance 🔧

• Update pyproject license schema according to deprecation warnings by @maresb in #1362
• Fix typo in warning message by @zaxtax in #1364
• Restore d3viz/html/template.html by @williambdean in #1380
• Faster convolve1d in numba backend by @ricardoV94 in #1378
• Use PyObject_CallNoArgs to call thunks from VM by @ricardoV94 in #1383
• Avoid copy of flipped A matrices in GEMV by @ricardoV94 in #1389
• Resolve deprecation warnings of regex library by @emmanuel-ferdman in #1393
• Speedup Python implementation of Blockwise by @ricardoV94 in #1391
• Remove dead C code importing time.h by @maresb in #1403
• Remove iostream include for C backend by @maresb in #1400

New Contributors

• @emmanuel-ferdman made their first contribution in #1393

Full Changelog: rel-2.30.3...rel-2.31.0

rel-2.30.3

What's Changed

New Features 🎉

• Support numba compiled sort and argsort functions by @victorgarcia98 in #1309
• Inplace Composite and ScalarLoop Ops with multiple outputs by @ricardoV94 in #1322
• Allow specializing shape of predefined tensor types by @ricardoV94 in #1355

Bugfixes 🐛

• Fix bug in infer_shape of Blockwise(Subtensor) by @ricardoV94 in #1353

Maintenance 🔧

• Propagate static output shapes in Split and avoid copy in C-impl by @ricardoV94 in #1343

New Contributors

• @victorgarcia98 made their first contribution in #1309

Full Changelog: rel-2.30.2...rel-2.30.3

rel-2.30.2

What's Changed

Bugfixes 🐛

• Fix indexing in convolve1d with mode="same" by @tvwenger in #1337
• More stable fix for JAX Multinomial by @ricardoV94 in #1339

Maintenance 🔧

• Don't run local uint constant indices in C/Python backends by @ricardoV94 in #1335

Full Changelog: rel-2.30.1...rel-2.30.2

rel-2.30.1

What's Changed

Bugfixes 🐛

• Fix nan for valid parameters in jax implementation of Multinomial by @ricardoV94 in #1328

Full Changelog: rel-2.30.0...rel-2.30.1

rel-2.30.0

What's Changed

Major Changes 🛠

• Simplify dispatch of JAX random variables by handling rng split automatically by @educhesne in #1315

New Features 🎉

• Add scipy-like kn helper by @Aarsh-Wankar in #1313
• Implement faster Multinomial JAX dispatch by @educhesne in #1316
• Implement gradient for QR decomposition by @educhesne in #1303
• Implement tridiagonal solve in numba backend by @ricardoV94 in #1311
• Implement batched convolve1d by @ricardoV94 in #1318
• Add numba overload for Nonzero by @Abhinav-Khot in #1289

Bugfixes 🐛

• Fix inplace/layout bugs in Numba lapack routines by @ricardoV94 in #1304
• Fix get_vector_length incorrectly returning for shared variable without static shape by @Abhinav-Khot in #1295

Maintenance 🔧

• Include Op in message when raising NotImplementedError from grad by @Aarsh-Wankar in #1314
• Provide static output shape for constant arange by @Abhinav-Khot in #1302

New Contributors

• @educhesne made their first contribution in #1315

Full Changelog: rel-2.29.0...rel-2.30.0

rel-2.29.0

What's Changed

Major Changes 🛠

• Deprecate batched blas helpers by @ricardoV94 in #1215
• Modify atleast_Nd to accept only one positional argument by @Abhinav-Khot in #1291
• Remove Unbroadcast Op by @ricardoV94 in #1286

New Features 🎉

• Add numpy-like vecdot, vecmat and matvec helpers by @twiecki in #1250
• Allow more specialized linalg.solve assume_a cases by @ricardoV94 in #1273

Bugfixes 🐛

• Fix einsum failing with repeated inputs by @Abhinav-Khot in #1260

Maintenance 🔧

• Allow passing numpy arrays to transpose by @velochy in #1258
• Speedup import time with lazy import of scipy.stats by @ricardoV94 in #1268
• Allow broadcasting in specialized numba dispatch of AdvancedIncSubtensor by @ricardoV94 in #1272
• Speedup Scan in different backends by @ricardoV94 in #1281

New Contributors

• @velochy made their first contribution in #1258
• @Abhinav-Khot made their first contribution in #1260

Full Changelog: rel-2.28.3...rel-2.29.0

rel-2.28.3

What's Changed

Maintenance 🔧

• Allow transposed argument in linalg.solve by @jessegrabowski in #1231
• Do not introduce 0 strides for broadcastable dimensions in DimShuffle by @ricardoV94 in #1267

Full Changelog: rel-2.28.2...rel-2.28.3

rel-2.28.2

What's Changed

New Features 🎉

• Allow ignoring specific rewrites from optimizer_verbose by @ricardoV94 in #1240
• Allow passing trust_input to function by @Aarsh-Wankar in #1206
• Support more cases of numba advanced indexing by @ricardoV94 in #1254

Bugfixes 🐛

• Fix inner graph inplace rewrites in Numba / PyTorch backends by @ricardoV94 in #1247

Documentation 📖

• Improve elemwise docstrings by @fonnesbeck in #1255

Maintenance 🔧

• Don't use numba objectmode with vector boolean inc_subtensor by @ricardoV94 in #1243
• Speedup DimShuffle and Reshape in C and Numba backends by @ricardoV94 in #1226
• Handle MvNormal method in Op call by @ricardoV94 in #1252

Full Changelog: rel-2.28.1...rel-2.28.2