emmi.functional.logscale¶
Functions¶
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Turns a tensor into log scale. Log is the natural logarithm of x + 1 . |
Turns a tensor from log scale into orginal scale. |
Module Contents¶
- emmi.functional.logscale.to_logscale(x)¶
Turns a tensor into log scale. Log is the natural logarithm of x + 1 .
- Parameters:
x (torch.Tensor) – Tensor to be transformed
- Returns:
Tensor in log scale
- Return type:
torch.Tensor
- emmi.functional.logscale.from_logscale(x)¶
- Turns a tensor from log scale into orginal scale.
x = from_logscale(to_logscale(x))
- Parameters:
x (torch.Tensor) – Tensor to be de-transformed from log scale. Expected to be in natural logarithm + 1.
- Returns:
Tensor in orginal scale
- Return type:
torch.Tensor