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Did a new clone to try and fix issue
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README.md

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| ![image](outdir/lossTimeModel.png) | Loss versus iteration for matching analytic profile to the Model Star |
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| ![image](outdir/lossTimeData.png) | Loss versus iteration for matching analytic profile to the Star Learned by a Pixel Grid Fit |
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| ![image](outdir/3dAnalyticFit.png) | 3D map to easily show where PSF is over and under subtracted |
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| ![image](outdir/analyticProfileFit.png) | Analytic Profile fit for Model Star |
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| ![image](outdir/pixelGridFit.png) | Pixel Grid fit for Model Star |
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| ![image](outdir/parametersHistogram.png) | Histogram for learned profiles for each star in an analytic fit with their residuals |
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| ![image](outdir/parametersScatterplot.png) | Same data recorded as a scatterplot with and without outliers removed and with error bars |

configdir/config.txt

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# Overrides to config file
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#print statements
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#Unicode Plots
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#Epochs

dataPreprocessingOld.jl

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using PyCall
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function dataprocessing()
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py"""
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import webbpsf
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nc = webbpsf.NIRCam()
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psf = nc.calc_psf(nlambda=5, fov_arcsec=2)
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a = psf[1].data
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"""
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julia_array = convert(Array{Float64,2}, py"a")
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#julia_array = poisson(julia_array)
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rows, cols = size(julia_array)
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return julia_array, rows, cols
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end
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datadir/mosaic_nircam_f444w_COSMOS-Web_60mas_v0_1_starcat.fits

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outdir/3dAnalyticFit.png

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outdir/analyticProfileFit.pdf

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outdir/df.shopt

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outdir/fftResiduals.pdf

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outdir/fftResiduals.png

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outdir/ks.png

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