The mask tensor M needs to be transformed to realize the objective stated in the paper: "γ is a relaxation parameter – when γ = 1, a feature is enforced to be used only at one decision step".
IMPORTANT: Please do not create a Pull Request without creating an issue first.
My solution to the issue https://github.com/dreamquark-ai/tabnet/issues/516.
Any change needs to be discussed before proceeding. Failure to do so may result in the rejection of the pull request.
What kind of change does this PR introduce?
a bugfix
Does this PR introduce a breaking change?
No, a minor change.
What needs to be documented once your changes are merged?
Closing issues
Put closes #XXXX in your comment to auto-close the issue that your PR fixes (if such).
The mask tensor M needs to be transformed to realize the objective stated in the paper: "γ is a relaxation parameter – when γ = 1, a feature is enforced to be used only at one decision step".
IMPORTANT: Please do not create a Pull Request without creating an issue first. My solution to the issue https://github.com/dreamquark-ai/tabnet/issues/516. Any change needs to be discussed before proceeding. Failure to do so may result in the rejection of the pull request.
What kind of change does this PR introduce? a bugfix
Does this PR introduce a breaking change? No, a minor change.
What needs to be documented once your changes are merged?
Closing issues
Put
closes #XXXXin your comment to auto-close the issue that your PR fixes (if such).