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indata-apis/array-api (press backspace or delete to remove)Right now, the dask library has a linalg attribute, but doesn t currently implement the entire linalg extension spec.
The lack of full support is mentioned here: https://data-apis.org/array-api-compat/supported-array-libraries.html ...
Needs Discussion
RFC
purepani
- 5
- Opened 8 days ago
- #950
Sorry, I don t know the discussion, a question for @leofang or @tqchen probably. The docs for the stream say that: If
stream is -1, the value may be used by the consumer to signal “producer must not perform ...
topic: DLPack
seberg
- 3
- Opened 10 days ago
- #949
The following patterns are quite common [1]: x = np.r_(x[0], x, x[-1]) and x = np.r_[0, x]. Neither of these can be
directly replaced by xp.concat because the latter requires that The arrays must have ...
API change
RFC
ev-br
- 11
- Opened 21 days ago
- #946
PyTorch has a special device, meta, which is a dummy device with no underlying data. This is a very powerful testing
tool. However, PyTorch has not implemented special support for unknown shapes just for ...
API change
crusaderky
- 3
- Opened 22 days ago
- #945
The spec is not clear around how NaNs should be sorted.
Since numpy 1.4, NaNs are sorted to the end.
- torch follows numpy though there may not be consensus on what it should do
https://github.com/pytorch/pytorch/issues/46544#issuecomment-883356705 ...
lucyleeow
- 3
- Opened 24 days ago
- #944
The spec stipulates that meshgrid returns a list of arrays,
https://data-apis.org/array-api/draft/API_specification/generated/array_api.meshgrid.html
NumPy and Pytorch, however, return tuples. Jax and ...
- 2
- Opened 29 days ago
- #938
The current docs [1] only state that If a tuple of integers, the number of non-zero values must be computed over
multiple axes.
[1] https://data-apis.org/array-api/draft/API_specification/generated/array_api.count_nonzero.html ...
- Opened on May 9
- #937
The specification for `matrix_transpose does not specify what it does when you pass it a matrix with fewer than 2
dimensions. Do you get an error? Does it just return the array?
brycelelbach
- 2
- Opened on May 1
- #936
Currently the linalg extension only contains symmetric/hermitian eigenvalue routines, eigh and eigvalsh. The
general/non-symmetric versions are missing. IIUC one reason for the omission is that the low-level ...
RFC
- 3
- Opened on Apr 29
- #935
Currently, broadcast_arrays is mandated to return a list. A tuple appears more appropriate on face value, though. NumPy
and Dask are, in fact, returning tuples from this function. However, cupy follows ...
cbourjau
- 2
- Opened on Apr 26
- #934
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