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Use sparse structured methods where possible

enhancementNew feature or requestNew feature or request

sparse variables

Status: Open (in progress).

pymc-devs/pytensornumber 1727

#1727 In pymc-devs/pytensor;

· jessegrabowski opened on Nov 18, 2025

Handle slices in <code>mlx_funcify_IncSubtensor</code>

bugSomething isn't workingSomething isn't working

mlx

Status: Open (in progress).

pymc-devs/pytensornumber 1692

#1692 In pymc-devs/pytensor;

· jessegrabowski opened on Oct 24, 2025

Implement <code>BandedDot</code> <code>Op</code>

enhancementNew feature or requestNew feature or request

help wantedExtra attention is neededExtra attention is needed

linalgLinear algebraLinear algebra

Op implementation

Status: Open (in progress).

pymc-devs/pytensornumber 1416

#1416 In pymc-devs/pytensor;

· jessegrabowski opened on May 23, 2025

Restore fast convolution Ops, rewrites, and docs

docs

feature request

NumPy compatibility

Op implementation

request discussion

Status: Draft (not ready).

pymc-devs/pytensornumber 548

#548 In pymc-devs/pytensor;

· jessegrabowski opened on Dec 11, 2023

No JAX dispatch for <code>mul_without_zeros</code>

backend compatibility

enhancementNew feature or requestNew feature or request

jax

Status: Open.

#526 In pymc-devs/pytensor;

· jessegrabowski opened on Nov 30, 2023