monad.ui.module.readout_sketch
monad.ui.module.readout_sketchmonad.ui.module.readout_sketch(predictions_file, checkpoint_path)
Generates a dictionary mapping score indexes to entity values.
from monad.ui.module import readout_sketch
# declare variables
checkpoint_path = "<path/to/downstream/model/checkpoints>" # location of recommendation model checkpoints
predictions_file = "<path/to/predictions/my_predictions.tsv>" # location where encoded predictions are stored
# Get a generator yielding entity id and all scored products
sketch_readout_generator = readout_sketch(
predictions_file=predictions_file,
checkpoint_path=checkpoint_path,
)| Parameters |
|---|
predictions_file: str
Saved predictions using OutputType.ENCODED.
checkpoint_path: str
Path to saved model checkpoint.
| Returns |
|---|
Iterable[tuple[str, np.ndarray]], generator yielding entity id and all scored products.
