Examples gallery

This is a gallery of all the SKADA example files.

How to use SKADA

How to use SKADA

SKADA logo generation

SKADA logo generation

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.

Deep Domain Aware Datasets

Deep Domain Aware Datasets

Training setup for deep DA method.

Training setup for deep DA method.

DA methods

Multi-domain Linear Monge Alignment

Multi-domain Linear Monge Alignment

DASVM classifier example

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

Label Propagation methods

Optimal Transport Domain Adaptation (OTDA)

Optimal Transport Domain Adaptation (OTDA)

DA validation procedures

Using GridSearchCV with skada

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