Add documentation for TorchFix rules

[kit1980]

Add documentation for the rules to the https://github.com/pytorch-labs/torchfix/blob/main/README.md, see the existing file for examples.

If you what to work on a task, please comment on this issue and link your PR when you have it.

TOR101 Use of deprecated function

• Add doc for torch.chain_matmul
• Add doc for torch.cholesky
• Add doc for torch.qr
• Add doc for torch.range

The rest

• Add doc for TOR102 torch.load without weights_only parameter is unsafe
• Add doc for TOR104 Use of non-public function
• Add doc for TOR201 Find and fix deprecated pretrained parameters in TorchVision models
• Add doc for TOR202 The transform v2.ToTensor() is deprecated
• Add doc for TOR203 Consider replacing 'import torchvision.models as models'
• Add doc for TOR401 Detected DataLoader running with synchronized implementation

[arunppsg]

I would like to take up TOR101 deprecation docs - torch.chain_matmul, torch.cholesky, torch.qr, torch.range.

[swayam0322]

Hey @kit1980, I would like to work on the issue under the Docathon-2024

• Add doc for TOR102 torch.load without weights_only parameter is unsafe
• Add doc for TOR104 Use of non-public function
• Add doc for TOR201 Find and fix deprecated pretrained parameters in TorchVision models
• Add doc for TOR202 The transform v2.ToTensor() is deprecated
• Add doc for TOR203 Consider replacing 'import torchvision.models as models'
• Add doc for TOR401 Detected DataLoader running with synchronized implementation

[zabboud]

Hey @kit1980, I would like to work on the issue under the Docathon-2024

@swayam0322 -- use / assigntome to make sure that the issue is assigned to you

[kit1980]

assigntome doesn't work in this repo, just commenting on the issue is fine.

[kit1980]

But please mention the specific items from the list to you want to do.

[sshkhr]

Hey @kit1980

I can work on the following tasks of the issue:

TOR101 Use of deprecated function

• Add doc for torch.chain_matmul
• Add doc for torch.cholesky
• Add doc for torch.qr
• Add doc for torch.range

The rest

• Add doc for TOR203 Consider replacing 'import torchvision.models as models'

Let me know if it's okay for me to work on these, and I can send in a PR. Cheers!

[kit1980]

@sshkhr You don't need to ask. Just check that there is no overlap with what others already commented on.