Closed pat-alt closed 1 year ago
Looks like using InferOpts.jl is the way to go: https://axelparmentier.github.io/InferOpt.jl/stable/tutorial/
Merging #81 (88817cc) into main (5013ca1) will decrease coverage by
7.94%
. The diff coverage is1.13%
.
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@@ Coverage Diff @@
## main #81 +/- ##
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- Coverage 83.81% 75.87% -7.94%
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Files 15 20 +5
Lines 803 887 +84
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Hits 673 673
- Misses 130 214 +84
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src/ConformalPrediction.jl | 100.00% <ø> (ø) |
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...c/conformal_models/ConformalTraining/classifier.jl | 0.00% <0.00%> (ø) |
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...dels/ConformalTraining/inductive_classification.jl | 0.00% <0.00%> (ø) |
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...l_models/ConformalTraining/inductive_regression.jl | 0.00% <0.00%> (ø) |
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src/conformal_models/ConformalTraining/losses.jl | 0.00% <0.00%> (ø) |
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...rc/conformal_models/ConformalTraining/regressor.jl | 0.00% <0.00%> (ø) |
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src/conformal_models/ConformalTraining/training.jl | 0.00% <0.00%> (ø) |
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src/conformal_models/conformal_models.jl | 92.30% <ø> (ø) |
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src/conformal_models/plotting.jl | 88.33% <ø> (-0.10%) |
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src/evaluation/measures.jl | 78.26% <0.00%> (-16.48%) |
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... and 1 more |
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This is still unfinished, but I'll merge because one of my research projects currently depends on this and I want to link it to a version that's on the registry.
Original issue #55
Full training hinges on support for differentiable sorting (see discourse). I may merge a preliminary version anyway that already makes the smooth penalties available for downstream tasks.