aligned.retrieval_job.SupervisedJob

class documentation

class SupervisedJob: (source)

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Undocumented

Method cache_raw_data Undocumented
Method cached_at Undocumented
Method describe Undocumented
Method drop_invalid Undocumented
Method log_each_job Undocumented
Method should_filter_null_targets Undocumented
Async Method to_lazy_polars Undocumented
Async Method to_pandas Undocumented
Async Method to_polars Undocumented
Method train_test Undocumented
Method train_test_validate Undocumented
Method unpack_embeddings Undocumented
Method with_subfeatures Undocumented
Class Variable job Undocumented
Class Variable target_columns Undocumented
Instance Variable should_filter_out_null_targets Undocumented
Property input_features Undocumented
Property request_result Undocumented
def cache_raw_data(self, location: DataFileReference | str) -> SupervisedJob: (source)

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def cached_at(self, location: DataFileReference | str) -> SupervisedJob: (source)

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def describe(self) -> str: (source)

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def drop_invalid(self, validator: Validator | None = None) -> SupervisedJob: (source)

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def log_each_job(self, logger_func: Callable[[object], None] | None = None) -> SupervisedJob: (source)

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def should_filter_null_targets(self, should_filter: bool) -> SupervisedJob: (source)

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async def to_lazy_polars(self) -> SupervisedDataSet[pl.LazyFrame]: (source)

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async def to_pandas(self) -> SupervisedDataSet[pd.DataFrame]: (source)

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async def to_polars(self) -> SupervisedDataSet[pl.DataFrame]: (source)

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def train_test(self, train_size: float, splitter_factory: Callable[[SplitConfig], SplitterCallable] | None = None) -> TrainTestJob: (source)

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def train_test_validate(self, train_size: float, validate_size: float, splitter_factory: Callable[[SplitConfig], SplitterCallable] | None = None) -> TrainTestValidateJob: (source)

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def unpack_embeddings(self) -> SupervisedJob: (source)

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def with_subfeatures(self) -> SupervisedJob: (source)

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job: RetrievalJob = (source)

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target_columns: set[str] = (source)

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should_filter_out_null_targets: bool = (source)

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input_features: list[Feature] = (source)

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request_result: RequestResult = (source)

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