From 402f8b53dd892b8fd44ae5ad45eac91b5f6b3750 Mon Sep 17 00:00:00 2001 From: Shivesh Mandalia Date: Fri, 28 Feb 2020 18:39:45 +0000 Subject: reogranise into a python package --- .../ahlers_unitarity_contour-checkpoint.ipynb | 151 --------------------- 1 file changed, 151 deletions(-) delete mode 100644 plot_llh/.ipynb_checkpoints/ahlers_unitarity_contour-checkpoint.ipynb (limited to 'plot_llh/.ipynb_checkpoints/ahlers_unitarity_contour-checkpoint.ipynb') diff --git a/plot_llh/.ipynb_checkpoints/ahlers_unitarity_contour-checkpoint.ipynb b/plot_llh/.ipynb_checkpoints/ahlers_unitarity_contour-checkpoint.ipynb deleted file mode 100644 index ad5b35f..0000000 --- a/plot_llh/.ipynb_checkpoints/ahlers_unitarity_contour-checkpoint.ipynb +++ /dev/null @@ -1,151 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import healpy as H\n", - "import sys\n", - "import numpy as np\n", - "from pylab import *\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.colors as clrs\n", - "import subprocess\n", - "import pickle\n", - "import matplotlib.tri as mtri\n", - "import matplotlib.lines as lines\n", - "import ternary\n", - "\n", - "rc('text', usetex=True)\n", - "rc('font',**{'family':'serif','serif':['Palatino']})" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.7/site-packages/ipykernel_launcher.py:37: RuntimeWarning: invalid value encountered in double_scalars\n" - ] - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "#### Boundary and Gridlines\n", - "scale = 20\n", - "figure, tax = ternary.figure(scale=scale)\n", - "figure.set_size_inches(6, 5.6)\n", - "figure.set_dpi(300)\n", - "\n", - "plt.axis('off')\n", - "\n", - "tax.gridlines(color=\"gray\", multiple=0.1 * scale, linewidth=0.35, ls='-', alpha=0.5)\n", - "\n", - "# Set Axis labels and Title\n", - "fontsize = 7.25\n", - "tax.left_axis_label(r'$f_{\\tau,\\oplus}$', fontsize=fontsize, offset=0.175)\n", - "tax.right_axis_label(r'$f_{\\mu,\\oplus}$', fontsize=fontsize, offset=0.175)\n", - "tax.bottom_axis_label(r'$f_{e,\\oplus}$', fontsize=fontsize, offset=0.175)\n", - "\n", - "tax.boundary(linewidth=1.0)\n", - "\n", - "fe = 3.0/3.\n", - "fmu = 0.0/3.\n", - "A4 = []\n", - "\n", - "steps = 360\n", - "for chi in arange(0.0,2*np.pi,2*np.pi/(1.*steps)) :\n", - " \n", - " L = []\n", - " \n", - " for dchi in arange(-np.pi/2.+2.*np.pi/(1.*steps),np.pi/2.,2.*np.pi/(1.*steps)) :\n", - " omega = chi+dchi\n", - " x = (1.-fe-2.*fmu)*np.sin(omega)\n", - " y = (1.-2.*fe-fmu)*np.cos(omega)\n", - " z = (fmu-fe)*(np.cos(omega)-np.sin(omega))\n", - " \n", - " B = [0.0,(x+y+z)/3.,x/2.,y/2.,z/2.]\n", - " \n", - " if x**2 >= (y-z)**2/9. :\n", - " B.append(((3.*x+y+z)**2-4.*y*z)/24./x)\n", - " if y**2 >= (z-x)**2/9. :\n", - " B.append(((3.*y+z+x)**2-4.*z*x)/24./y)\n", - " if z**2 >= (x-y)**2/9. :\n", - " B.append(((3.*z+x+y)**2-4.*x*y)/24./z)\n", - "\n", - " L.append(max(B)/np.cos(dchi))\n", - " \n", - " A4.append([fe+np.cos(chi)*min(L),fmu+np.sin(chi)*min(L)])\n", - " \n", - "A4 = np.array(A4) \n", - "tax.plot(A4*scale, linewidth=1, marker=None, color='red', linestyle='solid')\n", - "\n", - "r = plt.plot(np.array([[-1000, -1000], [-1000, -1000]]) * scale, linewidth=4., marker=None, color = 'red', label='$(1:0:0)_s$')\n", - "g = plt.plot(np.array([[-1000, -1000], [-1000, -1000]]) * scale, linewidth=4., marker=None, color = 'green', label='$(0:1:0)_s$')\n", - "b = plt.plot(np.array([[-1000, -1000], [-1000, -1000]]) * scale, linewidth=4., marker=None, color = 'blue', label='$(1:2:0)_s$')\n", - "\n", - "black = plt.plot(np.array([[-1000, 0], [-1000, 0]]) * scale, linewidth=1., marker=None, color='black', label='This work')\n", - "dotted = plt.plot(np.array([[-1000, 0], [-1000, 0]]) * scale, linewidth=0.4, marker=None, color='black', linestyle='dashed', label='Xu+, 2014')\n", - "\n", - "handles1 = [black[0], dotted[0]]\n", - "handles2 = [r[0], g[0], b[0]]\n", - "\n", - "tax.clear_matplotlib_ticks() # Remove default Matplotlib Axes\n", - "\n", - "tax.set_axis_limits({'b': [0., 1.], 'l': [0., 1.], 'r': [0., 1.]})\n", - "\n", - "tax.get_ticks_from_axis_limits(multiple=10.)\n", - "tax.set_custom_ticks(fontsize=3.5, multiple=10., offset=0.022, linewidth=0.5, tick_formats= {'b': \"%.1f\", 'l': \"%.1f\", 'r': \"%.1f\"})\n", - "\n", - "first_legend = plt.legend(handles=handles2, bbox_to_anchor=(0.75, 0.85), loc='center left', borderaxespad=0.,fancybox=True,framealpha=0.0,frameon=True,numpoints=1, scatterpoints = 1,handlelength=0.6, fontsize=4.5)\n", - "tax.ax.set_aspect('equal')\n", - "\n", - "ax = plt.gca().add_artist(first_legend)\n", - "\n", - "tax.legend(handles=handles1, bbox_to_anchor=(0, 0.90), loc='center left', borderaxespad=0.,fancybox=True,framealpha=0.0,frameon=True,numpoints=1, scatterpoints = 1,handlelength=0.6, fontsize=4.5)\n", - "tax.ax.set_aspect('equal')\n", - "\n", - "#ternary.plt.tight_layout()\n", - "tax._redraw_labels()\n", - "\n", - "ternary.plt.show()" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 2", - "language": "python", - "name": "python2" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 2 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.15" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} -- cgit v1.2.3