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dipanjanS / practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
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Error in Accessing Layers of Word Embedding model #20

Open Anacoder1 opened 5 years ago

Anacoder1 commented 5 years ago

In this code, in the "Get word embeddings" section of the "Skip-gram model", the code is as follows:

merge_layer = model.layers[0] word_model = merge_layer.layers[0] word_embed_layer = word_model.layers[0] weights = word_embed_layer.get_weights()[0][1:]

The above code gives the error as

AttributeError: 'InputLayer' object has no attribute 'layers'

The following code should be inserted in place of the above code (it works perfectly):

word_embed_layer = model.layers[2] weights = word_embed_layer.get_weights()[0][1:]

Sinchit commented 3 years ago

Thanks