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“cells”: [
{

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}, “tags”: []

}, “source”: [

“# Gaussian on sphere”

]

}, {

“cell_type”: “code”, “execution_count”: 1, “id”: “669182ea”, “metadata”: {

“execution”: {

“iopub.execute_input”: “2021-08-17T13:15:54.265643Z”, “iopub.status.busy”: “2021-08-17T13:15:54.264752Z”, “iopub.status.idle”: “2021-08-17T13:15:57.200360Z”, “shell.execute_reply”: “2021-08-17T13:15:57.201531Z”

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}, “tags”: []

}, “outputs”: [], “source”: [

“%%capturen”, “n”, “import numpy as npn”, “n”, “import matplotlib.pyplot as pltn”, “n”, “import warningsn”, “warnings.simplefilter("ignore")n”, “n”, “from astromodels.functions.function import _known_functionsn”, “n”, “import healpy as hpn”, “n”, “n”, “from astropy.coordinates import ICRS, Galacticn”, “n”, “n”, “from jupyterthemes import jtplotn”, “jtplot.style(context="talk", fscale=1, ticks=False, grid=False)n”, “%matplotlib inlinen”, “n”, “n”, “n”

]

}, {

“cell_type”: “code”, “execution_count”: 2, “id”: “e76a6098”, “metadata”: {

“execution”: {

“iopub.execute_input”: “2021-08-17T13:15:57.222424Z”, “iopub.status.busy”: “2021-08-17T13:15:57.221468Z”, “iopub.status.idle”: “2021-08-17T13:15:57.229247Z”, “shell.execute_reply”: “2021-08-17T13:15:57.230132Z”

}, “nbsphinx”: “hidden”, “papermill”: {

“duration”: 0.020564, “end_time”: “2021-08-17T13:15:57.230437”, “exception”: false, “start_time”: “2021-08-17T13:15:57.209873”, “status”: “completed”

}, “tags”: [

“parameters”

]

}, “outputs”: [], “source”: [

“func_name = "Latitude_galactic_diffuse"n”

]

}, {

“cell_type”: “code”, “execution_count”: 3, “id”: “46f57334”, “metadata”: {

“execution”: {

“iopub.execute_input”: “2021-08-17T13:15:57.250080Z”, “iopub.status.busy”: “2021-08-17T13:15:57.249176Z”, “iopub.status.idle”: “2021-08-17T13:15:57.256229Z”, “shell.execute_reply”: “2021-08-17T13:15:57.257248Z”

}, “papermill”: {

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}, “tags”: [

“injected-parameters”

]

}, “outputs”: [], “source”: [

“# Parametersn”, “func_name = "Gaussian_on_sphere"n”

]

}, {

“cell_type”: “code”, “execution_count”: 4, “id”: “4e5445d6”, “metadata”: {

“execution”: {

“iopub.execute_input”: “2021-08-17T13:15:57.279019Z”, “iopub.status.busy”: “2021-08-17T13:15:57.278102Z”, “iopub.status.idle”: “2021-08-17T13:15:57.296286Z”, “shell.execute_reply”: “2021-08-17T13:15:57.297362Z”

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“duration”: 0.032763, “end_time”: “2021-08-17T13:15:57.297761”, “exception”: false, “start_time”: “2021-08-17T13:15:57.264998”, “status”: “completed”

}, “tags”: []

}, “outputs”: [], “source”: [

“func = _known_functions[func_name]()n”, “n”, “NSIDE = 2**7n”, “NPIX = hp.nside2npix(NSIDE)n”, “n”, “ra, dec = hp.pix2ang(nside=NSIDE, ipix=np.arange(NPIX), lonlat=True)n”

]

}, {

“cell_type”: “markdown”, “id”: “adc558b1”, “metadata”: {

“lines_to_next_cell”: 0, “papermill”: {

“duration”: 0.007043, “end_time”: “2021-08-17T13:15:57.313863”, “exception”: false, “start_time”: “2021-08-17T13:15:57.306820”, “status”: “completed”

}, “tags”: []

}, “source”: [

“## Description”

]

}, {

“cell_type”: “code”, “execution_count”: 5, “id”: “1e1ef987”, “metadata”: {

“execution”: {

“iopub.execute_input”: “2021-08-17T13:15:57.343198Z”, “iopub.status.busy”: “2021-08-17T13:15:57.342199Z”, “iopub.status.idle”: “2021-08-17T13:15:57.351624Z”, “shell.execute_reply”: “2021-08-17T13:15:57.352378Z”

}, “papermill”: {

“duration”: 0.029942, “end_time”: “2021-08-17T13:15:57.352673”, “exception”: false, “start_time”: “2021-08-17T13:15:57.322731”, “status”: “completed”

}, “tags”: []

}, “outputs”: [

{
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“<ul>n”, “n”, “<li>description: A bidimensional Gaussian function on a sphere (in spherical coordinates)</li>n”, “n”, “<li>formula: $$ f(\vec{x}) = \left(\frac{180^\circ}{\pi}\right)^2 \frac{1}{2\pi \sqrt{\det{\Sigma}}} \, {\rm exp}\left( -\frac{1}{2} (\vec{x}-\vec{x}_0)^\intercal \cdot \Sigma^{-1}\cdot (\vec{x}-\vec{x}_0)\right) \\ \vec{x}_0 = ({\rm RA}_0,{\rm Dec}_0)\\ \Lambda = \left( \begin{array}{cc} \sigma^2 & 0 \\ 0 & \sigma^2 (1-e^2) \end{array}\right) \\ U = \left( \begin{array}{cc} \cos \theta & -\sin \theta \\ \sin \theta & cos \theta \end{array}\right) \\\Sigma = U\Lambda U^\intercal $$</li>n”, “n”, “<li>parameters: n”, “<ul>n”, “n”, “<li>lon0: n”, “<ul>n”, “n”, “<li>value: 0.0</li>n”, “n”, “<li>desc: Longitude of the center of the source</li>n”, “n”, “<li>min_value: 0.0</li>n”, “n”, “<li>max_value: 360.0</li>n”, “n”, “<li>unit: </li>n”, “n”, “<li>is_normalization: False</li>n”, “n”, “<li>delta: 0.1</li>n”, “n”, “<li>free: True</li>n”, “n”, “</ul>n”, “n”, “</li>n”, “n”, “<li>lat0: n”, “<ul>n”, “n”, “<li>value: 0.0</li>n”, “n”, “<li>desc: Latitude of the center of the source</li>n”, “n”, “<li>min_value: -90.0</li>n”, “n”, “<li>max_value: 90.0</li>n”, “n”, “<li>unit: </li>n”, “n”, “<li>is_normalization: False</li>n”, “n”, “<li>delta: 0.1</li>n”, “n”, “<li>free: True</li>n”, “n”, “</ul>n”, “n”, “</li>n”, “n”, “<li>sigma: n”, “<ul>n”, “n”, “<li>value: 10.0</li>n”, “n”, “<li>desc: Standard deviation of the Gaussian distribution</li>n”, “n”, “<li>min_value: 0.0</li>n”, “n”, “<li>max_value: 20.0</li>n”, “n”, “<li>unit: </li>n”, “n”, “<li>is_normalization: False</li>n”, “n”, “<li>delta: 1.0</li>n”, “n”, “<li>free: True</li>n”, “n”, “</ul>n”, “n”, “</li>n”, “n”, “</ul>n”, “n”, “</li>n”, “n”, “</ul>n”

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” * description: A bidimensional Gaussian function on a sphere (in spherical coordinates)n”, ” * formula: $$ f(\vec{x}) = \left(\frac{180^\circ}{\pi}\right)^2 \frac{1}{2\pi \sqrt{\det{\Sigma}}}n”, ” * \, {\rm exp}\left( -\frac{1}{2} (\vec{x}-\vec{x}_0)^\intercal \cdot \Sigma^{-1}\cdotn”, ” * (\vec{x}-\vec{x}_0)\right) \\ \vec{x}_0 = ({\rm RA}_0,{\rm Dec}_0)\\ \Lambda = \left(n”, ” * \begin{array}{cc} \sigma^2 & 0 \\ 0 & \sigma^2 (1-e^2) \end{array}\right) \\ U =n”, ” * \left( \begin{array}{cc} \cos \theta & -\sin \theta \\ \sin \theta & cos \thetan”, ” * \end{array}\right) \\\Sigma = U\Lambda U^\intercal $$n”, ” * parameters:n”, ” * lon0:n”, ” * value: 0.0n”, ” * desc: Longitude of the center of the sourcen”, ” * min_value: 0.0n”, ” * max_value: 360.0n”, ” * unit: ‘’n”, ” * is_normalization: falsen”, ” * delta: 0.1n”, ” * free: truen”, ” * lat0:n”, ” * value: 0.0n”, ” * desc: Latitude of the center of the sourcen”, ” * min_value: -90.0n”, ” * max_value: 90.0n”, ” * unit: ‘’n”, ” * is_normalization: falsen”, ” * delta: 0.1n”, ” * free: truen”, ” * sigma:n”, ” * value: 10.0n”, ” * desc: Standard deviation of the Gaussian distributionn”, ” * min_value: 0.0n”, ” * max_value: 20.0n”, ” * unit: ‘’n”, ” * is_normalization: falsen”, ” * delta: 1.0n”, ” * free: true”

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}, “metadata”: {}, “output_type”: “display_data”

}

], “source”: [

“func.display()”

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“lines_to_next_cell”: 0, “papermill”: {

“duration”: 0.00795, “end_time”: “2021-08-17T13:15:57.368516”, “exception”: false, “start_time”: “2021-08-17T13:15:57.360566”, “status”: “completed”

}, “tags”: []

}, “source”: [

“## Shapen”, “n”, “The shape of the function on the sky.”

]

}, {

“cell_type”: “code”, “execution_count”: 6, “id”: “245a6418”, “metadata”: {

“execution”: {

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“nbsphinx-thumbnail”

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“0.0 180.0 -180.0 180.0n”

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”, “text/plain”: [

“<Figure size 612x388.8 with 2 Axes>”

]

}, “metadata”: {

“needs_background”: “light”

}, “output_type”: “display_data”

}

], “source”: [

“n”, “n”, “m=func(ra, dec)n”, “hp.mollview(m, title=func_name, cmap="magma")n”, “hp.graticule(color="grey", lw=2)n”, “n”, “n”

]

}

], “metadata”: {

“jupytext”: {

“formats”: “ipynb,md”

}, “kernelspec”: {

“display_name”: “Python 3”, “language”: “python”, “name”: “python3”

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