skchem.pipeline.pipeline module
# skchem.pipeline.pipeline
Module implementing pipelines.
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class
skchem.pipeline.pipeline.Pipeline(objects)[source]
Bases: object
Pipeline object. Applies filters and transformers in sequence.
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copy()[source]
Return a copy of this object.
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classmethod
from_params(params)[source]
Create a instance from a params dictionary.
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get_params()[source]
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to_dict()[source]
Return a dictionary representation of the object.
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to_json(target=None)[source]
Serialize the object as JSON.
| Parameters: |
- target (str or file-like) – A file or filepath to serialize the object to. If None,
return the JSON as a string.
- Returns – None or str
|
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to_yaml(target=None)[source]
Serialize the object as YAML.
| Parameters: |
- target (str or file-like) – A file or filepath to serialize the object to. If None,
return the YAML as a string.
- Returns – None or str
|
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transform_filter(mols, y=None)[source]
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skchem.pipeline.pipeline.is_filter(obj)[source]
Whether an object is a Filter (by duck typing).
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skchem.pipeline.pipeline.is_transform_filter(obj)[source]
Whether an object is a TransformFilter (by duck typing).
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skchem.pipeline.pipeline.is_transformer(obj)[source]
Whether an object is a Transformer (by duck typing).