Enhance inplace prediction. #6653
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The old adapters for dense and csr are kept to preserve API for DMatrix. The proxy dmatrix was used internally for device quantile dmatrix, now we reuse it for inplace predict. |
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@@ Coverage Diff @@
## master #6653 +/- ##
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+ Coverage 81.12% 81.25% +0.13%
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Files 13 13
Lines 3698 3729 +31
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+ Hits 3000 3030 +30
- Misses 698 699 +1
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| missing: float = np.nan, | ||
| validate_features: bool = True, | ||
| base_margin: Any = None, | ||
| strict_shape: bool = False |
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This parameter may needs more thought. It's meant to be a placeholder for #6638 . It affects only the leaf prediction.
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@RAMitchell no, there's predict transform. It isn't a lots of effort I think, all the needed tools are there, the PR is just gluing them together. |
* Accept array interface for csr and array. * Accept an optional proxy dmatrix for metainfo. This constructs an explicit `_ProxyDMatrix` type in Python.
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Extracted from #6638 .