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half way with translation

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sachinruk committed Sep 26, 2017
1 parent 892cc04 commit fc37a2d495aeaee94a0808e10084d00f4fdecb51
Showing with 349 additions and 125 deletions.
  1. +287 −125 Translation - Date converter.ipynb
  2. +62 −0 utilities.py

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from os.path import isfile, isdir, getsize
from tqdm import tqdm
import zipfile
from urllib.request import urlretrieve
from IPython.display import clear_output, Image, display, HTML
import tensorflow as tf
import numpy as np
class DLProgress(tqdm):
last_block = 0
def hook(self, block_num=1, block_size=1, total_size=None):
self.total = total_size
self.update((block_num - self.last_block) * block_size)
self.last_block = block_num
def downloadData(file, url):
if not isfile(file):
with DLProgress(unit='B', unit_scale=True, miniters=1, desc='Fake News Dataset') as pbar:
urlretrieve(url, file, pbar.hook)
with zipfile.ZipFile(file) as f:
f.extractall('./data/')
def strip_consts(graph_def, max_const_size=32):
"""Strip large constant values from graph_def."""
strip_def = tf.GraphDef()
for n0 in graph_def.node:
n = strip_def.node.add()
n.MergeFrom(n0)
if n.op == 'Const':
tensor = n.attr['value'].tensor
size = len(tensor.tensor_content)
if size > max_const_size:
tensor.tensor_content = "<stripped %d bytes>"%size
return strip_def
def show_graph(graph_def, max_const_size=32):
"""Visualize TensorFlow graph."""
if hasattr(graph_def, 'as_graph_def'):
graph_def = graph_def.as_graph_def()
strip_def = strip_consts(graph_def, max_const_size=max_const_size)
code = """
<script>
function load() {{
document.getElementById("{id}").pbtxt = {data};
}}
</script>
<link rel="import" href="https://tensorboard.appspot.com/tf-graph-basic.build.html" onload=load()>
<div style="height:600px">
<tf-graph-basic id="{id}"></tf-graph-basic>
</div>
""".format(data=repr(str(strip_def)), id='graph'+str(np.random.rand()))
iframe = """
<iframe seamless style="width:1200px;height:620px;border:0" srcdoc="{}"></iframe>
""".format(code.replace('"', '&quot;'))
display(HTML(iframe))

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