rel-2.31.4

What's Changed

New Features 🎉

• Decompose Tridiagonal Solve into core steps by @ricardoV94 in #1382
• Implement symbolic minimize and root Ops by @jessegrabowski in #1182
• Add Feature that can go back and forward in rewrite history by @ricardoV94 in #874
• Reuse cholesky decomposition with cho_solve in graphs with multiple pt.solve when assume_a = "pos" by @jessegrabowski in #1467
• Cover more cases of log1mexp stabilization by @lciti in #1483
• Add JAX dispatch for CholeskySolve Op by @jessegrabowski in #1491
• Implement xarray-like labeled tensors and semantics by @ricardoV94 in #1411

Bugfixes 🐛

• Use grad to compute jacobian when input shape is known to be (1,) by @jessegrabowski in #1454
• Fix invalid numpy dtype by @ricardoV94 in #1456
• Fix bug in gradient of Blockwise'd Scan by @ricardoV94 in #1482

Documentation 📖

• Improve creating an Op documentation page by @ricardoV94 in #1086
• Fix optimize example notebook folder name by @jessegrabowski in #1474
• Correct indexing links in docs by @williambdean in #1463

Maintenance 🔧

• Simplify Numba implementation of Alloc by @ricardoV94 in #1329
• Use lapack func instead of scipy.linalg.cholesky by @Fyrebright in #1487
• Avoid miniKanren v1.0.4 by @maresb in #1496

New Contributors

• @lciti made their first contribution in #1483
• @Fyrebright made their first contribution in #1487

Full Changelog: rel-2.31.3...rel-2.31.4