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pytorch Deprecations & Breaking Changes

Verified AST deprecations and code replacement rules for pytorch.

⚡ Free Example Preview (1 of 1): torch.matrix_rank → torch.linalg.matrix_rank

Deprecated in v2.0.0

In PyTorch 2.0+, torch.matrix_rank is deprecated in favor of torch.linalg.matrix_rank.

❌ Outdated Syntax
import torch
rank = torch.matrix_rank(tensor)
✅ Modern Replacement Syntax
import torch
rank = torch.linalg.matrix_rank(tensor)
View Official Migration Docs →