This is a gallery of all the SKADA example files.
How to use SKADA
SKADA logo generation
Comparison of DA classification methods
Comparison of DA classification methods
Domain Adaptation DatasetsPlot dataset source domain and shifted target domain
Plot dataset source domain and shifted target domain
Plot dataset source domain and shifted target domain
Plot dataset source domain and shifted target domain
Plot dataset source domain and shifted target domain
Plot dataset source domain and shifted target domain
Plot dataset source domain and shifted target domain
Plot dataset source domain and shifted target domain
Deep learning DA methodsDivergence domain adaptation methods.
Divergence domain adaptation methods.
Adversarial domain adaptation methods.
Adversarial domain adaptation methods.
Optimal transport domain adaptation methods.
Optimal transport domain adaptation methods.
Training setup for deep DA method.
Training setup for deep DA method.
DA methodsMulti-domain Linear Monge Alignment
Multi-domain Linear Monge Alignment
DASVM classifier example
JDOT Regressor and Classifier examples
JDOT Regressor and Classifier examples
Subspace method example on subspace shift dataset
Subspace method example on subspace shift dataset
Reweighting method example on covariate shift dataset
Reweighting method example on covariate shift dataset
Label Propagation methods
Optimal Transport Domain Adaptation (OTDA)
Optimal Transport Domain Adaptation (OTDA)
DA validation proceduresUsing GridSearchCV with skada
Using cross_val_score with skada
Using cross_val_score with skada
Visualizing cross-validation behavior in skada
Visualizing cross-validation behavior in skada
Download all examples in Python source code: auto_examples_python.zip
Download all examples in Jupyter notebooks: auto_examples_jupyter.zip
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