Add Linear Algebra operations to PyTorch frontend

[AnnaTz]

Add Linear Algebra operations to PyTorch frontend:

_

Please keep in mind that the proper way to link an issue to this list is to comment "- [ ] #issue_number" while the issue's title only includes the name of the function you've chosen. _

• 14816

  8886

  7534

  22531

  det slogdet

  14591

  matrix_rank

  7595

  7604

  18377

  lu_factor

  8391

  10848

  22636

  7571

  7665

  23145

  9152

  21197

  22754

  22395

  inv

  7550

  matrix_exp matrix_power

  7597

  10204

  vecdot

  11952

  24132

  householder_product

  7786

  9889

  12988

  16661

  7920

  16488

  21504

  26396

  23720_ex

  22402

  Note: If the Linear Algebra function to be implemented has identical behavior to another PyTorch function, you should simply keep an alias in the linalg.py file rather than creating a duplicate implementation. For example: torch.linalg.diagonal is defined as an alias of torch.diagonal in the official docs, and so it is defined as shown below https://github.com/unifyai/ivy/blob/34f0eebc25c5d8b1af5299912f64ce531efc3e38/ivy/functional/frontends/torch/linalg.py#L7

The main file paths where these functions are likely to be added are:

ivy/functional/frontends/torch/linalg.py ivy\_tests/test\_ivy/test\_frontends/test\_torch/test\_linalg.py

[mohame54]

cond

[OmarJabri7]

Hello I created issue #14591 under this task, But I don’t see it as registered here. Can someone help?

[AnnaTz]

Hello I created issue #14591 under this task, But I don’t see it as registered here. Can someone help?

Hi, please refer to the note at the top of the list.

[OmarJabri7]

Hello I created issue #14591 under this task, But I don’t see it as registered here. Can someone help?

Hi, please refer to the note at the top of the list.

Hi, I did that, could you kindly check my issue?

[AnnaTz]

Hello I created issue #14591 under this task, But I don’t see it as registered here. Can someone help?

Hi, please refer to the note at the top of the list.

Hi, I did that, could you kindly check my issue?

You were supposed to comment your issue's number here, not comment the ToDo list's number on your issue. Just fixed it for you.

[Sarath2206]

16175

[tiwariaayushi]

19503

[dettmerramon]

• [x] #22617

[dettmerramon]

Hi @AnnaTz, just wanted to point out that inv has already been implemented, see https://github.com/unifyai/ivy/blob/570e1a93d319b308ed9ce4cb72103045cdc6ae11/ivy/functional/frontends/torch/linalg.py#L107-L108

[jordonah]

• [ ] #22432

[tiwariaayushi]

22943

[jordonah]

• [ ] #23531

[odunola499]

• [ ] #23935

[Tinny-Robot]

@ivy-branch The task involves implementing the "householder_product" function #23515 on the frontend. However, upon inspecting the frontend codebase, I couldn't locate any existing implementation for this function on the backend.

[AnaamSayeda]

• [ ] #26035

[mehak1598]

Hi I noticed that det has already been implemented in the linalg.py files of both torch and tensorflow in frontend and backend folders. Is there anything else that needs to be done for det or can I pick another task ?