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keras one hot encoding

Gorgeous Gnu answered on October 14, 2023 Popularity 4/10 Helpfulness 8/10

answer keras one hot encoding

keras one hot encoding

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import numpy as np
from keras.utils import to_categorical
### Categorical data to be converted to numeric data
colors = ["red", "green", "yellow", "red", "blue"]

### Universal list of colors
total_colors = ["red", "green", "blue", "black", "yellow"]

### map each color to an integer
mapping = {}
for x in range(len(total_colors)):
  mapping[total_colors[x]] = x

# integer representation
for x in range(len(colors)):
  colors[x] = mapping[colors[x]]

one_hot_encode = to_categorical(colors)
print(one_hot_encode)

Popularity 4/10 Helpfulness 8/10 Language python

Source: www.educative.io

Tags: keras one-hot-encoding python

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Contributed on Oct 14 2023

Gorgeous Gnu

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