ixaxaar

declare -a regions=('us-central1-a' 'us-west1-a' 'us-east1-b' 'northamerica-northeast1-a' 'us-east4-a' 'southamerica-east1-a' 'europe-west1-b' 'europe-west2-a' 'europe-west3-a' 'europe-west4-b' 'asia-south1-a' 'asia-southeast1-a')

for region in ${regions[@]}; do

  gcloud compute instances create \
    --machine-type=n1-highcpu-16 \
    --preemptible \
    --zone $region \
    spotty-${region} \
    --metadata-from-file startup-script=/home/ixaxaar/unitus_startup.sh

ixaxaar

gdb python
GNU gdb (GDB) 8.0.1
Copyright (C) 2017 Free Software Foundation, Inc.
License GPLv3+: GNU GPL version 3 or later <http://gnu.org/licenses/gpl.html>
This is free software: you are free to change and redistribute it.
There is NO WARRANTY, to the extent permitted by law.  Type "show copying"
and "show warranty" for details.
This GDB was configured as "x86_64-pc-linux-gnu".
Type "show configuration" for configuration details.
For bug reporting instructions, please see:

ixaxaar

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):

ixaxaar

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):

ixaxaar

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

ixaxaar

#!/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))

ixaxaar

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] =>

ixaxaar

#!/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'

ixaxaar

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 .