Wi ddlZGddZy)NceZdZdZddej dej fdZdej dej fdZy) BaseDimensionalityReductionaThe Base Dimensionality Reduction class. You can use this to skip over the dimensionality reduction step in BERTopic. Examples: This will skip over the reduction step in BERTopic: ```python from bertopic import BERTopic from bertopic.dimensionality import BaseDimensionalityReduction empty_reduction_model = BaseDimensionalityReduction() topic_model = BERTopic(umap_model=empty_reduction_model) ``` NXyc|SN)selfrrs i/home/sietch6/trending-topics-pipeline/venv/lib/python3.12/site-packages/bertopic/dimensionality/_base.pyfitzBaseDimensionalityReduction.fits returnc|Srr )r rs r transformz%BaseDimensionalityReduction.transformsr )NN)__name__ __module__ __qualname____doc__npndarrayr rr r r rrs="RZZ2::2::"**r r)numpyrrr r r rsr