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@ardamavi
Last active July 16, 2017 14:39
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Sentence encoder and decoder
"""
By Arda Mavi
github.com/ardamavi
Using:
# Encoder:
If you want to encode your sentence, use this command: encode(<your_sentence>)
Example:
Your Sentence: "ar ma"
Return: [[0.0, 0.6538461538461539], [0.46153846153846156, 0.0]]
# Decoder:
If you want to decode your encoded sentence, use this command: decode(<encoded_sentence>)
Example:
Your Encoded Sentence: [[0.0, 0.6538461538461539], [0.46153846153846156, 0.0]]
Return: "ar ma"
! Note: For lower case.
"""
# Encode:
def l2n(x):
return (ord(x)-97)/26
def w2v(w):
w_v = []
for l in w:
w_v.append(l2n(l))
return w_v
def s2v(s):
s_v = []
for w in s.split(' '):
s_v.append(w2v(w))
return s_v
def encode(sentence):
return s2v(sentence)
# Decode
def n2l(x):
return chr(int(x*26+97))
def v2w(v):
w = ''
for f in v:
w = w + n2l(f)
return w
def v2s(s_v):
s = ''
for v in s_v:
s = s + v2w(v) + ' '
return s[:len(s)-1]
def decode(metrix):
return(v2s(metrix))
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