skada

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On a fresh system, running `pytest --collect-only` will run the examples. This is typically done by the pytest extension of VSCode, which is annoying. This fixes the test collection.

tomMoral

[FIX][ENH] Fix and add more explanation to "DA validation procedures" examples

1

I made changes in the "Using cross_val_score with skada" example. I will now have a look at the two other examples of this section.

apmellot

vloison

[TO_REVIEW] ConditionalTransferableComponentsAdapter Implementation

1

Fixes: #96 Paper: https://proceedings.mlr.press/v48/gong16.pdf Mostly eq 7-8-9-10

YanisLalou

[WIP] Add multi-domain Monge alignment and JCPOT Target shift method

1

Adds a multi domain Monge alignement Adapter to SKADA that does the following 1. compte a barycenter of all sources (Gaussian assumtion) 2. Map all data to this barycenter with...

rflamary

Center data when using Coral

2

Center data when using Coral algorithm. See https://arxiv.org/pdf/1612.01939

antoinecollas

See details in #184

kachayev

Metadata routing allows for the parameter to have different name. We need manually overwrite the key in the container under which the parameter is stored to deal gracefully with such...

kachayev

Make deep method work with `make_da_pipeline`

1

Deep methods can not be put in a `make_da_pipeline` since the pipeline detects it like an estimator, which should not get access to target data.

tgnassou

Polish pipeline and selectors API

1

After adding a few new selectors in addition to the most basic `Shared` one, it became apparent that reorganization of the code would be beneficial. There are quite a few...

kachayev