pymc-devs pytensor issues

pymc-devs / pytensor

PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.

https://pytensor.readthedocs.io

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Add slowest test issue CI/CD

#1125 wd60622 opened 1 hour ago
4
Speed up test times :rocket:

#1124 wd60622 opened 1 hour ago
0
Rewrite away reshape that drop dims

#1123 ricardoV94 opened 6 hours ago
0
Use asv instead of pytest-benchmark

#1122 ricardoV94 opened 9 hours ago
1
Consider linking againt Scipy blas_cython

#1121 ricardoV94 opened 9 hours ago
0
Implement `@as_jax_op` to wrap a JAX function for use in PyTensor

#1120 jdehning opened 1 day ago
2
Add overwrite_existing flag

#1119 AdvH039 opened 1 day ago
2
PyTorch inline constants in dispatch to avoid graph breaks

#1118 ricardoV94 opened 1 day ago
3
Automatically set `trust_input=True` when function has no inputs

#1117 ricardoV94 opened 1 day ago
0
Allow passing `trust_input` to `pytensor.function`

#1116 ricardoV94 opened 1 day ago
0
Implement MvNormal as cholesky(cov) @ normal

#1115 ricardoV94 opened 1 day ago
0
Implement `OpFromGraph` `__eq__` and `__hash__`

#1114 ricardoV94 opened 4 days ago
0
Make OpFromGraph available at root scope

#1113 ricardoV94 closed 4 days ago
1
Torch add invert and split

#1112 Ch0ronomato opened 5 days ago
2
Numba transpose can be very slow due to `ascontiguousarray` in dispatch

#1111 ricardoV94 opened 1 week ago
0
Pytorch backend slow with pymc model

#1110 Ch0ronomato opened 1 week ago
23
Improve performance of CAReduce in Numba backend

#1109 ricardoV94 closed 1 week ago
3
Support multidimensional boolean set/inc_subtensor in Numba via rewrite

#1108 ricardoV94 closed 2 weeks ago
1
Removes Function Graph, set_test_value/ get_test_value

#1107 AdvH039 opened 2 weeks ago
1
Support consecutive integer vector indexing in Numba backend

#1106 ricardoV94 closed 2 weeks ago
1
Bump pypa/cibuildwheel from 2.21.3 to 2.22.0

#1105 dependabot[bot] closed 2 weeks ago
0
Bump codecov/codecov-action from 4 to 5

#1104 dependabot[bot] closed 2 weeks ago
0
PyTensor function should return a tuple for multiple outputs not a list

#1103 ricardoV94 opened 2 weeks ago
0
Name check on `pt.tensor` is too strict

#1102 jessegrabowski opened 3 weeks ago
0
Reduce jitted function overhead

#1101 ricardoV94 closed 1 week ago
0
Add helper for constructing block matrices

#1100 jessegrabowski opened 3 weeks ago
0
Implement gradient for QR decomposition

#1099 jessegrabowski opened 3 weeks ago
0
DOC: Debugging flag usage is not described well

#1098 cluhmann opened 3 weeks ago
0
Scalar * Tensor operations fails

#1097 ricardoV94 opened 3 weeks ago
0
Add alias for `np.multiply`

#1096 ricardoV94 opened 3 weeks ago
0
[pre-commit.ci] pre-commit autoupdate

#1095 pre-commit-ci[bot] opened 3 weeks ago
1
Track generated functions for torch compile

#1094 Ch0ronomato closed 2 weeks ago
3
Do not require explicit RNG in `verify_grad`

#1093 aibit0111 closed 3 weeks ago
4
Remove `Iv` core `Op` in favor of `Ive` and add rewrite rule for log of it

#1092 ricardoV94 opened 3 weeks ago
1
Cross link across random variable docs

#1091 ricardoV94 closed 2 weeks ago
0
Added dot kron rewrite

#1090 tanish1729 opened 4 weeks ago
2
Do not require `rng` in `verify_grad`

#1089 ricardoV94 closed 3 weeks ago
0
Add utility `verify_infer_shape`

#1088 ricardoV94 opened 1 month ago
0
Run doctest in docs

#1087 ricardoV94 opened 1 month ago
2
Improve creating an op documentation page

#1086 ricardoV94 opened 1 month ago
0
Support `on_unused_input` for string parameter names in `eval`

#1085 tvwenger closed 1 month ago
3
ENH: Allow `on_unused_input="ignore"` for string keys in `eval`

#1084 tvwenger closed 1 month ago
5
Use old ld64 linker on MacOS >= 15.0

#1083 lucianopaz closed 1 month ago
2
Uneccessary deep copy operations on donated inputs

#1082 ricardoV94 opened 1 month ago
2
Implement Kve Op and Kv helper

#1081 ricardoV94 closed 1 month ago
13
Fix bug in `local_div_switch_sink` rewrite

#1080 ricardoV94 closed 1 month ago
1
Bump pypa/gh-action-pypi-publish from 1.10.3 to 1.12.2

#1079 dependabot[bot] closed 1 month ago
0
Add `on_error` argument to linalg functions

#1078 jessegrabowski opened 1 month ago
6
[WIP] Move cpu tensors over to numpy

#1077 Ch0ronomato closed 2 weeks ago
1
Tracking odds and ends for the pytorch backend with pymc

#1076 Ch0ronomato opened 1 month ago
0