Python question: This requires knowledge of gensim NLP package. The following code returns an error due to its return: def document_vector(doc): doc = [word for word in doc if word in w2v.wv.key_to_index] return np.mean(w2v[doc], axis=0) Debug this code as it returns this error: File ~\anaconda3\lib\site-packages\pandas\_libs\lib.pyx:2870, in pandas._libs.lib.map_infer() Input In [160], in document_vector(doc) 2 """Create document vectors by averaging word vectors. Remove out-of-vocabulary words.""" 3 doc = [word for word in doc if word in w2v.wv.key_to_index] ----> 4 return np.mean(w2v[doc], axis=0) TypeError: 'Word2Vec' object is not subscriptable

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
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Python question: This requires knowledge of gensim NLP package. The following code returns an error due to its return:

def document_vector(doc):
doc = [word for word in doc if word in w2v.wv.key_to_index]
return np.mean(w2v[doc], axis=0)

Debug this code as it returns this error:

File ~\anaconda3\lib\site-packages\pandas\_libs\lib.pyx:2870, in pandas._libs.lib.map_infer() Input In [160], in document_vector(doc) 2 """Create document vectors by averaging word vectors. Remove out-of-vocabulary words.""" 3 doc = [word for word in doc if word in w2v.wv.key_to_index] ----> 4 return np.mean(w2v[doc], axis=0) TypeError: 'Word2Vec' object is not subscriptable

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