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Fixed malformed code in RNN example #21

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Fixed malformed code in RNN example #21

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c10e439
referencing length of a dict inside a for loop, which is changing the…
s-m-e Apr 7, 2019
34982e1
accessing keys and values of a dict separately can fail - order is no…
s-m-e Apr 7, 2019
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7 changes: 2 additions & 5 deletions Experiments/Tensorflow/RNN/rnn_words.py
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Original file line number Diff line number Diff line change
Expand Up @@ -46,10 +46,8 @@ def read_data(fname):

def build_dataset(words):
count = collections.Counter(words).most_common()
dictionary = dict()
for word, _ in count:
dictionary[word] = len(dictionary)
reverse_dictionary = dict(zip(dictionary.values(), dictionary.keys()))
dictionary = {word: rank for rank, (word, _) in enumerate(count)}
reverse_dictionary = {v: k for k, v in dictionary.items()}
return dictionary, reverse_dictionary

dictionary, reverse_dictionary = build_dataset(training_data)
Expand Down Expand Up @@ -177,4 +175,3 @@ def RNN(x, weights, biases):
print(sentence)
except:
print("Word not in dictionary")