ntakouris

CATEGORICAL_FEATURE_KEYS = [
    'workclass',
    'education',
    'marital-status',
    'occupation',
    'relationship',
    '...'
NUMERIC_FEATURE_KEYS = [
    'age',
    'capital-gain',

ntakouris

import numpy as np
# 'Raw Data'
ds = np.array([[3, 5, 7, 10],
               [12, 14, 16, 21]])

# pass 1 - calculate mean
mean, std = np.mean(ds), np.std(ds)

# pass 2 - normalise
ds_for_train = (ds - mean) / std

ntakouris

# 'Raw Data'
ds = ['I am writing articles on medium.', 'Medium is good as a platform.']

# pass 1 - lowercase, strip punctuation
ds = [x.lower().replace('.', '') for x in dataset]
# ['i am writing articles on medium', 'medium is good as a platform']

# pass 2 - tokenize
ds_tok = [x.split(' ') for x in ds]

ntakouris

encoder_model = Model(encoder_input, encoder_states)

decoder_state_input_h = Input(shape=(latent_dim,))
decoder_state_input_c = Input(shape=(latent_dim,))

decoder_states_inputs = [decoder_state_input_h, decoder_state_input_c]

decoder_output, state_h, state_c = decoder_lstm_layer(
    decoder_embedding, 
    initial_state=decoder_states_inputs)

ntakouris

SSD - https://www.skroutz.gr/s/13867031/Samsung-860-Evo-250GB.html 
HDD - https://www.skroutz.gr/s/2195774/Western-Digital-Blue-1TB-7200rpm.html
RAM - https://www.skroutz.gr/s/19073883/Corsair-Vengeance-LPX-16GB-DDR4-3600MHz-CMK16GX4M2D3600C18.html
MOBO - https://www.skroutz.gr/s/17143363/Gigabyte-B450M-S2H.html#specs
CPU - https://www.skroutz.gr/s/19344792/AMD-Ryzen-3-3200G-Box.html
PSU - https://www.skroutz.gr/s/11542607/Corsair-CX-Series-CX450.html
Case - https://www.skroutz.gr/s/12232137/Cougar-MX330-X.html

ntakouris

Starting...
Loading fasttext model...
Loaded 2000000 words, with 300 vector length encoding.
> Preparing Dataset Loader
Loaded 172526 messages
> Making Model
> Training start
Traceback (most recent call last):
  File "C:\Users\zarkopafilis\Desktop\implybot\testarch.py", line 36, in <module>
    train_loss = train_util.train(model, train_iterator, optimizer, criterion, CLIP)

ntakouris

Keybase proof

I hereby claim:

• I am zarkopafilis on github.
• I am zarkopafilis (https://keybase.io/zarkopafilis) on keybase.
• I have a public key ASCKdAxEYonhZm-gAgJrlXnAiKzzmF54I3FIVvrXqQM94go

To claim this, I am signing this object:

ntakouris

from __future__ import unicode_literals, print_function, division
from io import open

import fasttext
import unicodedata
import string
import re
import random

import torch

ntakouris

import os

import numpy as np
import pandas as pd

from keras.models import Sequential
from keras.layers import Dense
from keras.utils import to_categorical

features = ["Pclass", "Sex", "SibSp", "Parch"]

ntakouris

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  <Layout>
    <div style="text-align: center;">
      <br /><br />
      <h1>Page not found</h1><br /><br />
      <g-image src="/shuffleparrot.gif"/><br /><br />
      <h3>Bad url or under construction</h3>
    </div>
  </Layout>
</template>