Update README.md
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README.md
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@@ -55,10 +55,10 @@ candidate_labels = ["politics", "economy", "entertainment", "environment"]
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classifier(sequence_to_classify, candidate_labels)
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#{'sequence': 'Angela Merkel ist eine Politikerin in Deutschland und Vorsitzende der CDU',
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# 'labels': ['politics', 'economy', 'environment', 'entertainment'],
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# 'scores': [0.
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# 0.
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# 0.
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# 0.
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```
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If more than one candidate label can be correct, pass `multi_class=True` to calculate each class independently:
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@@ -68,10 +68,10 @@ candidate_labels = ["politics", "economy", "entertainment", "environment"]
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classifier(sequence_to_classify, candidate_labels, multi_label=True)
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#{'sequence': 'Angela Merkel ist eine Politikerin in Deutschland und Vorsitzende der CDU',
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# 'labels': ['politics', 'economy', 'environment', 'entertainment'],
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# 'scores': [0.
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# 0.
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# 0.
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# 0.
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```
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### Eval results
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classifier(sequence_to_classify, candidate_labels)
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#{'sequence': 'Angela Merkel ist eine Politikerin in Deutschland und Vorsitzende der CDU',
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# 'labels': ['politics', 'economy', 'environment', 'entertainment'],
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# 'scores': [0.7563838958740234,
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# 0.11108888685703278,
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# 0.0740189179778099,
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# 0.058508262038230896]}
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```
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If more than one candidate label can be correct, pass `multi_class=True` to calculate each class independently:
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classifier(sequence_to_classify, candidate_labels, multi_label=True)
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#{'sequence': 'Angela Merkel ist eine Politikerin in Deutschland und Vorsitzende der CDU',
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# 'labels': ['politics', 'economy', 'environment', 'entertainment'],
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# 'scores': [0.8690913319587708,
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# 0.23632104694843292,
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# 0.07637806236743927,
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# 0.030293256044387817]}
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```
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### Eval results
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