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  • SKADA: SciKit Domain Adaptation
  • How to use SKADA
  • Users Guide
  • API and modules
  • Examples gallery
    • How to use SKADA
    • SKADA logo generation
    • 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
    • Deep learning DA methods
      • Divergence domain adaptation methods.
      • Adversarial domain adaptation methods.
      • Optimal transport domain adaptation methods.
      • Training setup for deep DA method.
    • DA methods
      • Multi-domain Linear Monge Alignment
      • DASVM classifier example
      • JDOT Regressor and Classifier examples
      • Subspace method example on subspace shift dataset
      • Reweighting method example on covariate shift dataset
      • Label Propagation methods
      • Optimal Transport Domain Adaptation (OTDA)
    • DA validation procedures
      • Using GridSearchCV with skada
      • Using cross_val_score with skada
      • Visualizing cross-validation behavior in skada
  • Release of SKADA
  • Contributing to SKADA
SKADA
  • Examples gallery
  • View page source

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.

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

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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SKADA: SciKit-ADAptation 0.4.0
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