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# Author: Alexander Ruch | |
# Modified from github.com/stellargraph/stellargraph/blob/develop/stellargraph/data/explorer.py | |
# Original stellargraph code written for networkx | |
# This script is substantially faster and parallelized | |
# Note: This script is still not as fast as original metapath2vec authors' dictionary-based approach | |
# Run with OPENBLAS_MAIN_FREE=1 python -i UniformRandomMetaPathWalk_def.py | |
""" | |
**** Run with OPENBLAS_MAIN_FREE=1 python -i UniformRandomMetaPathWalk_def.py **** |
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import numpy as np | |
def ptb_iterator(raw_data, batch_size, num_steps, steps_ahead=1): | |
"""Iterate on the raw PTB data. | |
This generates batch_size pointers into the raw PTB data, and allows | |
minibatch iteration along these pointers. | |
Args: | |
raw_data: one of the raw data outputs from ptb_raw_data. | |
batch_size: int, the batch size. | |
num_steps: int, the number of unrolls. |
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# Install tmux on rhel/centos 7 | |
# install deps | |
yum install gcc kernel-devel make ncurses-devel | |
# DOWNLOAD SOURCES FOR LIBEVENT AND MAKE AND INSTALL | |
curl -OL https://github.com/libevent/libevent/releases/download/release-2.0.22-stable/libevent-2.0.22-stable.tar.gz | |
tar -xvzf libevent-2.0.22-stable.tar.gz | |
cd libevent-2.0.22-stable | |
./configure --prefix=/usr/local |
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sudo su | |
# Java | |
yum -y install java-1.8.0-openjdk-devel | |
# Build Esentials (minimal) | |
yum -y install gcc gcc-c++ kernel-devel make automake autoconf swig git unzip libtool binutils | |
# Extra Packages for Enterprise Linux (EPEL) (for pip, zeromq3) | |
yum -y install epel-release |
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<?xml version="1.0"?> | |
<?xml-stylesheet type="text/xsl" href="configuration.xsl"?> | |
<!-- | |
Licensed under the Apache License, Version 2.0 (the "License"); | |
you may not use this file except in compliance with the License. | |
You may obtain a copy of the License at | |
http://www.apache.org/licenses/LICENSE-2.0 | |
Unless required by applicable law or agreed to in writing, software |
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""" | |
Shows how to do a cross join (i.e. cartesian product) between two pandas DataFrames using an example on | |
calculating the distances between origin and destination cities. | |
Tested with pandas 0.17.1 and 0.18 on Python 3.4 and Python 3.5 | |
Best run this with Spyder (see https://github.com/spyder-ide/spyder) | |
Author: Markus Konrad <post@mkonrad.net> | |
April 2016 |
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set itermRunning to (application "iTerm" is running) | |
set scriptPath to quoted form of POSIX path of ((path to me as text) & "::" & "start.sh") | |
set user_shell to do shell script "dscl /Search -read /Users/$USER UserShell | awk '{print $2}'" | |
tell application "iTerm" | |
activate | |
if not (exists window 1) or (itermRunning = false) then | |
reopen | |
end if |
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'use strict'; | |
var React = require('react'); | |
var BzIframe = React.createClass({ | |
propTypes: { | |
src: React.PropTypes.string.isRequired, | |
onLoad: React.PropTypes.func | |
}, |
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""" | |
Installs your SSH key on other hosts. A fabfile for lazy people. | |
""" | |
from fabric.api import task, run, put, env, cd | |
# Use sh instead of bash. | |
env.shell = '/bin/sh -l -c' | |
@task |
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