Group-based Splitting for Benchmarks + Batch-layer Evaluation + GPU Support #361
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The new cross-validation kwargs (split_coord="story", kfold="group") change the ceiling from 0.2103 to 0.1446.
- blank2014: add story coord to predictions (needed for split_coord="story") - fedorenko2016: add sentence_id coord to predictions (needed for split_coord="sentence_id") - pereira2018: replace .coords check with try/except to handle xarray MultiIndex levels not appearing in .coords (xarray 2022.3.0 behavior) - pereira2018/test.py: update test_dummy_bad expected scores for new GroupKFold CV strategy (243: 0.0186->0.0, 384: 0.0334->0.0168) - linear_predictivity/test.py: update expected score (0.0283->0.0410)
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From #356 but with other changes to get it to work with testing infrastructure.