Examples gallery
This is a gallery of all the SKADA example files.
SKADA logo generation
How to use SKADA
Comparison of DA classification methods
Comparison of DA classification methods
Domain Adaptation Datasets
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
Plot dataset source domain and shifted target domain
Deep learning DA methods
Divergence 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 methods
DASVM classifier example
Label Propagation methods
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
Optimal Transport Domain Adaptation (OTDA)
Optimal Transport Domain Adaptation (OTDA)
DA validation procedures
Using 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