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#!/bin/bash

set -e

CONTENTS=$(tesseract -c language_model_penalty_non_dict_word=0.8 --tessdata-dir /usr/local/share/ "$1" stdout -l eng | xml esc)

hex=$((cat <<EOF
<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
<plist version="1.0">

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inp = Input(shape=(maxlen,), name="text_input") # featureized text comes in here
x = Embedding(embedding_matrix.shape[0], embed_size, weights=[embedding_matrix], trainable=True)(inp)
x = Dense(some_num_here, activation="relu")(x)
  
extra_data = Input(shape=(1,), name="extra_data")  # your continous features comes in here

combined = concatenate([x, extra_data])

# maybe some ReLu + Dropout here

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def smart_procrustes_align_gensim(base_embed, other_embed, words=None):
	"""Procrustes align two gensim word2vec models (to allow for comparison between same word across models).
	Code ported from HistWords <https://github.com/williamleif/histwords> by William Hamilton <[email protected]>.
		(With help from William. Thank you!)

	First, intersect the vocabularies (see `intersection_align_gensim` documentation).
	Then do the alignment on the other_embed model.
	Replace the other_embed model's syn0 and syn0norm numpy matrices with the aligned version.
	Return other_embed.

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*2vec

• word2vec https://arxiv.org/abs/1310.4546
• sentence2vec, paragraph2vec, doc2vec http://arxiv.org/abs/1405.4053
• tweet2vec http://arxiv.org/abs/1605.03481
• tweet2vec https://arxiv.org/abs/1607.07514
• author2vec http://dl.acm.org/citation.cfm?id=2889382
• item2vec http://arxiv.org/abs/1603.04259
• lda2vec https://arxiv.org/abs/1605.02019
• illustration2vec http://dl.acm.org/citation.cfm?id=2820907

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How to install PhantomJS on Ubuntu

Version: 1.9.8

Platform: x86_64

First, install or update to the latest system software.

sudo apt-get update
sudo apt-get install build-essential chrpath libssl-dev libxft-dev

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// `promise` is some operation that may succeed (fulfill) or fail (reject)
var newPromise = promise.then(
    function () {
        return delay(1000);
    },
    writeError
);

// If `promise` fulfills, `newPromise` will fulfill in 1000 ms.
// If `promise` rejects and writing to the error log succeeds,

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#!/bin/bash
PHANTOM_JS="phantomjs-2.1.1-linux-x86_64"
if [[ $EUID -ne 0 ]]; then
  echo "You must be a root user" 2>&1
  exit 1
else
	apt-get update
	apt-get install -y build-essential chrpath libssl-dev libxft-dev 
	apt-get install -y libfreetype6 libfreetype6-dev
	apt-get install -y libfontconfig1 libfontconfig1-dev

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SUMMARY
================================================================================

This dataset was constructed to support participants in the Netflix Prize.  See
http://www.netflixprize.com for details about the prize.

The movie rating files contain over 100 million ratings from 480 thousand
randomly-chosen, anonymous Netflix customers over 17 thousand movie titles.  The
data were collected between October, 1998 and December, 2005 and reflect the
distribution of all ratings received during this period.  The ratings are on a

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SUMMARY
================================================================================

This dataset was constructed to support participants in the Netflix Prize.  See
http://www.netflixprize.com for details about the prize.

The movie rating files contain over 100 million ratings from 480 thousand
randomly-chosen, anonymous Netflix customers over 17 thousand movie titles.  The
data were collected between October, 1998 and December, 2005 and reflect the
distribution of all ratings received during this period.  The ratings are on a