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Commit 274059a7 authored by Gregory Ashton's avatar Gregory Ashton
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Remove old paper directory

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import matplotlib.pyplot as plt
import pandas as pd
import numpy as np
import os
from tqdm import tqdm
from oct2py import octave
import glob
import scipy.stats
filenames = glob.glob("CollectedOutput/*.txt")
plt.style.use('paper')
Tspan = 100 * 86400
df_list = []
for fn in filenames:
if '3356003' in fn:
continue
else:
df = pd.read_csv(
fn, sep=' ', names=['V', 'dF0', 'dF1', 'F0_std', 'F1_std', 'DeltaF0',
'DeltaF1', 'MaxtwoF', 'twoF_PM', 'cdF0', 'cdF1', 'runTime'])
df['mismatch'] = (df.twoF_PM - df.MaxtwoF)/df.twoF_PM
df['F0_fraction'] = df.F0_std / df.DeltaF0
df['F1_fraction'] = df.F1_std / df.DeltaF1
df['CLUSTER_ID'] = fn.split('_')[1]
df['RUN_ID'] = fn.split('_')[2]
df_list.append(df)
df = pd.concat(df_list)
df.sort_values('V', inplace=True)
df['cd_ave'] = df[['cdF0', 'cdF1']].mean(axis=1)
df['fraction_ave'] = df[['F0_fraction', 'F1_fraction']].mean(axis=1)
df = df[df.V <= 500]
fig, (ax2, ax3) = plt.subplots(nrows=2, figsize=(3.2, 4), sharex=True)
print df.groupby('V')['dF0'].count()
Vs = df['V'].unique()
mismatch_ave = df.groupby('V')['mismatch'].mean()
ave_cd_ave = df.groupby('V')['cd_ave'].apply(scipy.stats.mstats.gmean)
cdF0_ave = df.groupby('V')['cdF0'].mean()
cdF1_ave = df.groupby('V')['cdF1'].mean()
ave_fraction_ave = df.groupby('V')['fraction_ave'].median()
F0_fraction_ave = df.groupby('V')['F0_fraction'].mean()
F1_fraction_ave = df.groupby('V')['F1_fraction'].mean()
ax2.plot(df.V, df.cd_ave, 'o', color='k', alpha=0.5)
#ax2.plot(Vs, ave_cd_ave, color='r')
ax2.set_ylim(0, 10)
ax2.set_ylabel(r'$\langle \textrm{PSRF} \rangle$')
ax3.plot(df.V, df.fraction_ave, 'o', color='k', alpha=0.2)
#ax3.plot(Vs, ave_fraction_ave, color='r')
ax3.set_ylabel(r'$\langle \textrm{posterior std. / prior width} \rangle$')
ax3.set_xlabel(
r'$\mathcal{V}_\mathrm{PE}^{(0)}=\mathcal{V}_\mathrm{PE}^{(1)}=\sqrt{\mathcal{V}}$')
ax3.set_xlim(0, 525)
ax3.set_xticks(Vs)
fig.tight_layout()
fig.savefig('VolumeConvergenceInvestigation.png')
Executable=VolumeConvergence_repeater.sh
Arguments=$(Cluster)_$(Process)
Universe=vanilla
Input=/dev/null
accounting_group=ligo.dev.o2.cw.directedisolatedother.semicoherent
Output=CollectedOutput/out.$(Cluster).$(Process)
Error=CollectedOutput/err.$(Cluster).$(Process)
Log=CollectedOutput/log.$(Cluster).$(Process)
request_cpus = 1
request_memory = 16 GB
Queue 100
Paper/allsky_noise_twoF_histogram.png

46.5 KiB

Paper/allsky_recovery.png

45.4 KiB

\begin{tabular}{c|cccccc}
Stage & $\Nseg$ & $\Tcoh^{\rm days}$ &$\Nsteps$ & $\V$ & $\Vsky$ & $\Vpe$ \\ \hline
0 & 20 & 5.0 & 50 & $4.2{\times}10^{2}$ & 7.5 & 56.0 \\
1 & 11 & 9.1 & 50 & $4.4{\times}10^{3}$ & 24.0 & $1.8{\times}10^{2}$ \\
2 & 6 & 16.7 & 50 & $4.2{\times}10^{4}$ & 69.0 & $6.1{\times}10^{2}$ \\
3 & 3 & 33.3 & 50 & $2.8{\times}10^{5}$ & $1.2{\times}10^{2}$ & $2.4{\times}10^{3}$ \\
4 & 1 & 100.0 & 50,50 & $2.0{\times}10^{6}$ & $2.0{\times}10^{2}$ & $1.0{\times}10^{4}$ \\
\end{tabular}
@ARTICLE{jks1998,
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title = "{Data analysis of gravitational-wave signals from spinning neutron stars: The signal and its detection}",
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adsnote = {Provided by the SAO/NASA Astrophysics Data System}
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}
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}
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}
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author = {{Wette}, K.},
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}
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@book{mackay2003information,
title={Information theory, inference and learning algorithms},
author={MacKay, David JC},
year={2003},
publisher={Cambridge university press}
}
\newcommand{\fdot}{\dot{f}}
\newcommand{\F}{{\mathcal{F}}}
\newcommand{\twoFhat}{\widehat{2\F}}
\newcommand{\twoFtilde}{\widetilde{2\F}}
\newcommand{\A}{\boldsymbol{\mathcal{A}}}
\newcommand{\blambda}{\boldsymbol{\mathbf{\lambda}}}
\newcommand{\blambdaSignal}{\boldsymbol{\mathbf{\lambda}}^{\rm s}}
\newcommand{\tglitch}{t_{\rm glitch}}
\newcommand{\tstart}{t_{\rm start}}
\newcommand{\tend}{t_{\rm end}}
\newcommand{\Nglitches}{N_{\rm g}}
\newcommand{\Tspan}{T}
\newcommand{\Tcoh}{T_{\rm coh}}
\newcommand{\tref}{t_{\rm ref}}
\newcommand{\Nseg}{N_{\rm seg}}
\newcommand{\Nsteps}{N_{\rm steps}}
\newcommand{\Ntemps}{N_{\rm temps}}
\newcommand{\Nstages}{N_{\rm stages}}
\newcommand{\Nspindown}{N_{\rm spindowns}}
\renewcommand{\H}{\mathcal{H}}
\newcommand{\Hs}{\H_{\rm s}}
\newcommand{\Hn}{\H_{\rm n}}
\newcommand{\ho}{h_0}
\newcommand{\homax}{\ho^{\rm max}}
\newcommand{\Bsn}{B_{\rm S/N}}
\newcommand{\AmplitudePrior}{\Pi_\mathcal{A}}
\newcommand{\mutilde}{\tilde{\mu}}
\newcommand{\Sn}{S_{\rm n}}
\newcommand{\V}{\mathcal{V}}
\newcommand{\Vsky}{\V_{\rm Sky}}
\newcommand{\Vpe}{\V_{\rm PE}}
\newcommand{\smax}{s_{\textrm{max}}}
\newcommand{\fmax}{f_{\textrm{max}}}
\newcommand{\rhohatmax}{\hat{\rho}_{\mathrm{max}}}
\newcommand{\logmintemp}{\log_{10}(T_\textrm{min})}
Paper/directed_noise_twoF_histogram.png

45.8 KiB

Paper/directed_recovery.png

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\begin{tabular}{c|cccc}
Stage & $\Nseg$ & $\Tcoh^{\rm days}$ &$\Nsteps$ & $\Vpe$ \\ \hline
0 & 20 & 5.0 & 25 & 56.0 \\
1 & 7 & 14.3 & 25 & $4.5{\times}10^{2}$ \\
2 & 2 & 50.0 & 25 & $5.0{\times}10^{3}$ \\
3 & 1 & 100.0 & 25,25 & $1.0{\times}10^{4}$ \\
\end{tabular}
\begin{tabular}{c|cccccc}
Stage & $\Nseg$ & $\Tcoh^{\rm days}$ &$\Nsteps$ & $\V$ & $\Vsky$ & $\Vpe$ \\ \hline
0 & 100 & 1.0 & 200 & 95.0 & 6.8 & 14.0 \\
1 & 56 & 1.8 & 200 & $9.6{\times}10^{2}$ & 22.0 & 45.0 \\
2 & 31 & 3.2 & 200 & $1.0{\times}10^{4}$ & 69.0 & $1.5{\times}10^{2}$ \\
3 & 17 & 5.9 & 200 & $1.1{\times}10^{5}$ & $2.3{\times}10^{2}$ & $4.8{\times}10^{2}$ \\
4 & 9 & 11.1 & 200 & $1.3{\times}10^{6}$ & $7.5{\times}10^{2}$ & $1.7{\times}10^{3}$ \\
5 & 5 & 20.0 & 200 & $1.1{\times}10^{7}$ & $2.0{\times}10^{3}$ & $5.5{\times}10^{3}$ \\
6 & 2 & 50.0 & 200 & $1.0{\times}10^{8}$ & $3.3{\times}10^{3}$ & $3.1{\times}10^{4}$ \\
7 & 1 & 100.0 & 200,200 & $2.7{\times}10^{8}$ & $4.4{\times}10^{3}$ & $6.2{\times}10^{4}$ \\
\end{tabular}
Paper/follow_up_walkers.png

161 KiB

Paper/fully_coherent_search_using_MCMC_convergence_walkers.png

72.3 KiB

Paper/fully_coherent_search_using_MCMC_walkers.png

190 KiB

#!/bin/bash
FILE="$1"
if [ "x$FILE" = x ]; then
echo "usage: $0 <file.tex>" >&2
exit 1
fi
TMPFILE="$FILE.tmp"
gitLOG=`git log -1 --pretty="format:%% generated by $0
\\newcommand{\\commitDATE}{%ai}
\\newcommand{\\commitID}{commitID: %H}
\\newcommand{\\commitIDshort}{commitID: %h}
"`
echo "$gitLOG" > $TMPFILE
diffcmd="git diff -- .";
diff=`$diffcmd`;
if test -n "$diff"; then
echo "\\newcommand{\\commitSTATUS}{UNCLEAN}" >> $TMPFILE
else
echo "\\newcommand{\\commitSTATUS}{CLEAN}" >> $TMPFILE
fi
if cmp -s $TMPFILE $FILE; then
rm -f $TMPFILE
else
mv -f $TMPFILE $FILE
fi
Paper/glitch_noise_twoF_histogram.png

49 KiB

Paper/grided_frequency_search_1D.png

41.8 KiB

\def\AllSkyMCNoiseN{1.0{\times}10^{4}}
\def\AllSkyMCNoiseOnlyMaximum{59.8}
\def\BasicExampleDeltaFone{1.0{\times}10^{-13}}
\def\BasicExampleDeltaFzero{1.0{\times}10^{-7}}
\def\BasicExampleDepth{10.0}
\def\BasicExampleFone{-1.0{\times}10^{-10}}
\def\BasicExampleFzero{30}
\def\BasicExampleSqrtSn{1.0{\times}10^{-23}}
\def\BasicExampleV{120.0}
\def\BasicExampleVFone{49.0}
\def\BasicExampleVFzero{2.5}
\def\BasicExamplehzero{1.0{\times}10^{-24}}
\def\BasicExamplenburn{50.0}
\def\BasicExamplenprod{50.0}
\def\DirectedMCNoiseN{1.0{\times}10^{4}}
\def\DirectedMCNoiseOnlyMaximum{52.4}
\def\DirectedMConeGlitchNoiseN{10000}
\def\DirectedMConeGlitchNoiseOnlyMaximum{82.6}
\def\DirectedMCtwoGlitchNoiseN{9625}
\def\DirectedMCtwoGlitchNoiseOnlyMaximum{87.8}
\def\GridedFrequencySqrtSx{$1.0{\times}10^{-23}$}
\def\GridedFrequencyT{1}
\def\GridedFrequencyhzero{$5.0{\times}10^{-24}$}
\def\SingleGlitchDepth{10.0}
\def\SingleGlitchFCMismatch{0.7}
\def\SingleGlitchFCtwoF{718.5}
\def\SingleGlitchFCtwoFPM{2645.7}
\def\SingleGlitchFone{-1e-10}
\def\SingleGlitchFzero{30.0}
\def\SingleGlitchGlitchtwoF{2622.1}
\def\SingleGlitchR{0.5}
\def\SingleGlitchTspan{100.0}
\def\SingleGlitchdeltaFone{$-2.9{\times}10^{-13}$}
\def\SingleGlitchdeltaFzero{$3.2{\times}10^{-6}$}
This diff is collapsed.
Paper/single_glitch_F0F1_grid_2D.png

115 KiB

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