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Description
Issue Type: Bug
CELL 1:
import tensorflow.keras as tf
import numpy as np
path = tf.utils.get_file(
'nietzche.txt',
origin='https://s3.amazonaws.com/text-datasets/nietzsche.txt'
)
Text = open(path).read().lower()
print('corpus length: ', len(Text))
max_len = 60
step = 3
sentences = []
next_word = []
for i in range(0, len(Text)-60, step):
sentences.append(Text[i: i+ max_len])
next_word.append(Text[i+max_len])
print("Number of sequences: ", len(sentences))
chars = sorted(list(set(Text)))
print("Number of unique characters", len(chars))
char_dict = dict((char, chars.index(char)) for char in chars)
print("Vectorizing.....")
x = np.zeros((len(sentences), max_len, len(chars)))
y = np.zeros((len(sentences), len(chars)))
for i, sentence in enumerate(sentences):
for j, char in enumerate(sentence):
x[i, j, char_dict[char]] = 1
y[i, char_dict[next_word[i]]] = 1
Result:
corpus length: 600893
Number of sequences: 200278
Number of unique characters 57
Vectorizing.....
CELL 2:
x
Result
NameError: name 'x' is not defined
VS Code version: Code 1.61.1 (c13f1abb110fc756f9b3a6f16670df9cd9d4cf63, 2021-10-14T01:15:35.620Z)
OS version: Linux x64 5.11.0-37-generic snap
Restricted Mode: No
Extensions (9)
| Extension | Author (truncated) | Version |
|---|---|---|
| gitlens | eam | 11.6.1 |
| vscode-graphql | Gra | 0.3.18 |
| vscode-docker | ms- | 1.17.0 |
| python | ms- | 2021.10.1336267007 |
| vscode-pylance | ms- | 2021.10.1 |
| jupyter | ms- | 2021.9.1101343141 |
| jupyter-keymap | ms- | 1.0.0 |
| jupyter-renderers | ms- | 1.0.3 |
| remote-containers | ms- | 0.202.4 |
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