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`larry._datasets._split_data`¶

Module Contents¶

Classes¶

SplitDataForTask

Functions¶

`split_for_timepoint_recovery_task`(adata[, split_key, ...])
`split_for_fate_prediction_task`(adata[, split_key, ...])
`split_for_transfer_learning_task`(adata[, split_key, ...])

class larry._datasets._split_data.SplitDataForTask(adata, split_key: str, train_vals, test_vals, n_pcs=50, n_components=2, metric='euclidean', n_neighbors=30)¶

property train_idx¶

property test_idx¶

property X_train¶

property X_train_scaled¶

property X_train_pca¶

property X_train_umap¶

property X_test¶

property X_test_scaled¶

property X_test_pca¶

property X_test_umap¶

t_elapsed_message(message)¶

concat_train_test(adata_task)¶

__call__()¶

larry._datasets._split_data.split_for_timepoint_recovery_task(adata, split_key='Time point', write_h5ad=False)¶

larry._datasets._split_data.split_for_fate_prediction_task(adata, split_key='Well', write_h5ad=False)¶

larry._datasets._split_data.split_for_transfer_learning_task(adata, split_key='Time point', write_h5ad=False)¶