scikit-adaptation/skada
Domain adaptation toolbox compatible with scikit-learn and pytorch
PythonBSD-3-Clause
Issues
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Create a `SourceOnlyDataLoader`
#240 opened by antoinecollas - 0
`_check_y_masking` not used everywhere
#236 opened by antoinecollas - 0
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Change docs for reg in deep method
#228 opened by tgnassou - 0
Check implementation of `CDANModule` to have the `sample_weight` parameter proposed in PR #220
#224 opened by tgnassou - 0
Change the API for deep DA loss
#171 opened by tgnassou - 0
Create a contributing tutorial
#214 opened by tgnassou - 3
Center data when using Coral
#191 opened by antoinecollas - 2
Scikit-learn 1.5 breaks skada
#207 opened by antoinecollas - 0
[ENH] Add the number of neighbours as an arg for NearestNeighborReweightAdapter
#198 opened by YanisLalou - 1
API to discard samples from inside the adapter
#147 opened by kachayev - 0
Fix test cases for `MMDTarSReweightAdapter`
#192 opened by kachayev - 0
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Make deep method work with `make_da_pipeline`
#119 opened by tgnassou - 1
Polish pipeline and selectors API
#168 opened by kachayev - 1
Replace `adapt` with `fit_transform` and `transform`
#173 opened by kachayev - 0
Make sure that `MetadataContainer` is serializable for joblib/Memory settings of the pipeline
#193 opened by kachayev - 0
Force fitting to have non-empty set of masked labels
#190 opened by kachayev - 0
Get rid of `pack_train` and `pack_test`
#189 opened by kachayev - 0
Consult with skorch team if models are deep-copiable
#187 opened by kachayev - 0
CircularValidation does not work with deep method
#163 opened by tgnassou - 0
User's guide unclear
#179 opened by vloison - 0
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Deep copy a DomainAwareNet after fitting
#139 opened by YanisLalou - 1
Put a parameters criterion to deep models function
#161 opened by tgnassou - 0
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Add predict_proba to JDOTClassifier
#150 opened by YanisLalou - 0
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`SourceTarget` selector
#116 opened by kachayev - 1
Split linter to a separate Github Action
#134 opened by kachayev - 0
Avoid the `--ignore skada/deep` in pytest CI
#132 opened by tgnassou - 0
Make sure `ruff` works with base and utils modules
#136 opened by kachayev - 0
Implement the Circular Validation Strategy
#111 opened by YanisLalou - 8
Weights normalization in ReweightDensity
#112 opened by antoinedemathelin - 0
Proper examples for deep methods
#122 opened by tgnassou - 0
Make deep methods work on GPU
#120 opened by tgnassou - 0
Deal with validation for deep methods.
#121 opened by tgnassou - 2
Merge all OT mapping methods in one class
#114 opened by rflamary - 2
Allow for (List[np.ndarray], List[np.ndarray], List[str]) as an init arg for DomainAwareDataset
#107 opened by YanisLalou - 0
Implement Geodesic Flow kernel
#110 opened by rflamary - 0
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KLIEP pipeline does not use the sample_weight returned by KLIEPAdapter when fitting the estimator
#89 opened by antoinedemathelin - 2
Multidomain source target split and merge
#96 opened by YanisLalou - 2
[API] fit, predict and other functions should accept X,y,smaple_weight as first parameters by default
#88 opened by rflamary