mirror of https://github.com/explosion/spaCy.git
Improve textcat model slightly
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@ -622,7 +622,7 @@ def build_text_classifier(nr_class, width=64, **cfg):
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>> with_flatten(
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>> with_flatten(
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LN(Maxout(width, vectors_width))
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LN(Maxout(width, vectors_width))
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>> Residual(
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>> Residual(
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(ExtractWindow(nW=1) >> zero_init(Maxout(width, width*3)))
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(ExtractWindow(nW=1) >> LN(Maxout(width, width*3)))
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) ** 2, pad=2
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) ** 2, pad=2
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)
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)
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>> flatten_add_lengths
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>> flatten_add_lengths
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