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import faiss

from faiss import cast_integer_to_float_ptr as cast_float
from faiss import cast_integer_to_int_ptr as cast_int
from faiss import cast_integer_to_long_ptr as cast_long

import torch as T

def ptr(tensor):

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def repackage_hidden(h):
    """Wraps hidden states in new Variables, to detach them from their history."""
    if type(h) == Variable:
        return Variable(h.data)
    elif type(h) == tuple:
        return tuple(repackage_hidden(v) for v in h)
    elif type(h) == list:
        return [ repackage_hidden(v) for v in h ]

def repackage_hidden_dnc(h):

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1. download model

if [[ ! -e 'numberbatch-17.06.txt' ]]; then
    wget https://conceptnet.s3.amazonaws.com/downloads/2017/numberbatch/numberbatch-17.06.txt.gz
    gunzip numberbatch-17.06.txt.gz
fi
sudo pip install wordfreq
sudo pip install gensim

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#!/usr/bin/env bash

sudo apt-get install -y python3-pip python3-dev python-dev python-pip 
sudo pip install langid
sudo pip2 install langid
sudo pip3 install langid

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def beamPermute[T](
  data:         List[T],
  perplexityFn: List[T] => Double,
  startNode:    T,
  beamSize:     Int               = 10,
  beamWindow:   Int               = 3
): List[(List[T], Double)] = {

  var candidates = List((List(startNode), 0d))

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def beam[T](
  data:List[List[T]], 
  perplexityFn: List[T] => Double,
  startNode:T,
  beamSize:Int = 10)
:List[(List[T], Double)] = {

  var candidates = List((List(startNode), 0d))

  data.foreach{ case datum:List[T] =>

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#!/usr/bin/env bash

# A script to install cassandra

# Deploy a few instances as seed nodes first, this script can run on those seed nodes as well
# Number of seed nodes equal number of data centers
# Add the seed nodes here
SEEDS[0]='172.31.40.98'
SEEDS[1]='172.31.40.99'
SEEDS[2]='172.31.40.100'

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Traversals

Traversal[S,E] which implements Iterator[E] where S:Start, E:End

Step[S,E] //  an individual function applied to S to yield E . Steps are chained within a traversal.
TraversalStrategy // interceptor methods to alter the execution of the traversal (e.g. query re­writing).
TraversalSideEffects // key/value pairs that can be used to store global information about the traversal.
Traverser[T] // the object propagating through the Traversal currently representing an object of type T .

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curl -v https://dl.bintray.com/sbt/sbt-plugin-releases/org.apache.commons/commons-parent/32/jars/commons-parent.jar
*   Trying 108.168.243.150...
* Connected to dl.bintray.com (108.168.243.150) port 443 (#0)
* found 173 certificates in /etc/ssl/certs/ca-certificates.crt
* found 704 certificates in /etc/ssl/certs
* ALPN, offering http/1.1
* gnutls_handshake() failed: Error in the pull function.
* Closing connection 0
curl: (35) gnutls_handshake() failed: Error in the pull function.