戒酒的李白
27 lines
645 B
Python
27 lines
645 B
Python
import numpy as np
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class BaseDimensionalityReduction:
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"""The Base Dimensionality Reduction class.
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You can use this to skip over the dimensionality reduction step in BERTopic.
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Examples:
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This will skip over the reduction step in BERTopic:
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```python
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from bertopic import BERTopic
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from bertopic.dimensionality import BaseDimensionalityReduction
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empty_reduction_model = BaseDimensionalityReduction()
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topic_model = BERTopic(umap_model=empty_reduction_model)
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```
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"""
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def fit(self, X: np.ndarray = None):
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return self
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def transform(self, X: np.ndarray) -> np.ndarray:
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return X
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