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using Plots | |
using SpecialFunctions | |
function GoS(x) | |
-(1 .- erf.(x)) | |
end | |
function G(x, sigma) | |
exp.(-x.^2 ./ (2*sigma^2)) | |
end |
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import numpy as np | |
import matplotlib.pyplot as plt | |
import astra | |
if 0: | |
data_corr = np.load('tomo_corr.npy') | |
vecs = np.load('vectors.npy') | |
else: | |
import scipy.io | |
data_mat = scipy.io.loadmat('../data/Fewer_Plastics_tomo_corr_low_high_vectors') |
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apt-get upgrade | |
apt-get install python-setuptools git vim | |
easy_install pip |
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sudo echo "su ubuntu -c 'bash /home/ubuntu/start_script.sh'" >> /etc/rc.local | |
# make ~/start_script.sh |
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echo "LABEL=cloudimg-rootfs / ext4 defaults 0 0 | |
/dev/xvdb /home01 ext4 defaults 0 2" >> /etc/fstab |
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## STEP1: install tmux-plugin | |
git clone https://github.com/tmux-plugins/tpm ~/.tmux/plugins/tpm | |
echo "# List of plugins | |
set -g @plugin 'tmux-plugins/tpm' | |
set -g @plugin 'tmux-plugins/tmux-sensible' | |
# Other examples: | |
# set -g @plugin 'github_username/plugin_name' | |
# set -g @plugin 'git@github.com/user/plugin' |
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import re | |
import requests | |
import titlecase | |
# I doubt if we need to go above ten | |
words_to_numerals =\ | |
{ | |
'first': '1', | |
'second': '2', | |
'third': '3', |
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/* | |
JKImage library for communicating with python | |
Rules | |
- The input image usually follows the order of [Channel x ny x nx] | |
- | |
*/ | |
#include <math.h> | |
#include <stdio.h> |
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########## main.py | |
import argparse | |
import time | |
parser = argparse.ArgumentParser(add_help=False) | |
parser.add_argument('--niter', type=int, default=100, help='number of iteration') | |
args, unparsed = parser.parse_known_args() | |
# make output file name containing the key parameters |
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import torch.autograd.Variable | |
max, max_idx = Variable.max(x, 1) | |
max = Variable.expand_as(max, x) | |
x = Variable.exp(x - max) | |
p = Variable(torch.zeros(x.size())) | |
for i in range(64): | |
sum = Variable.sum(x[i, :]).data[0] | |
p[i, :] = x[i, :] / sum |