{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "%config InlineBackend.figure_format = 'retina'\n", "import matplotlib.pyplot as plt\n", "import numpy as np" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Simple Usage \n", "\n", "For now, the `Ximm_CEmulator` needs to load the `Pkmm_CEmulator` to obtain a better prediction at large scales. Thus there are twice data loading." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Loading the PkcbLin emulator...\n", "Using 513 training samples.\n", "Loading the PknnLin emulator...\n", "Using 512 training samples [remove c0001 (no massive neutrino)].\n", "The neutrino mass is treated as a single massive component.\n", "Loading the ximm_cb emulator...\n", "Using 129 training samples.\n", "Loading the PkcbLin emulator...\n", "Using 513 training samples.\n", "Loading the PknnLin emulator...\n", "Using 512 training samples [remove c0001 (no massive neutrino)].\n", "The neutrino mass is treated as a single massive component.\n", "Loading the Bkcb emulator...\n", "Using 129 training samples.\n", "Loading the Bkcb_halofit emulator...\n", "Using 129 training samples.\n", "Loading the Bkcb_lin2hmcode emulator...\n", "Using 513 training samples.\n", "Loading the Bkcb_hmcode2020 emulator...\n", "Using 129 training samples.\n" ] } ], "source": [ "import sys\n", "sys.path.append('../')\n", "from CEmulator.Emulator import Ximm_CEmulator\n", "csstemu = Ximm_CEmulator(verbose=True)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 20.5 ms, sys: 1.89 ms, total: 22.4 ms\n", "Wall time: 22.1 ms\n", "CPU times: user 35.4 ms, sys: 0 ns, total: 35.4 ms\n", "Wall time: 35.4 ms\n", "(3, 1000)\n" ] } ], "source": [ "csstemu.set_cosmos(Omegac=0.25, As=2e-9)\n", "rlist = np.logspace(-2, 2.5, 1000)\n", "zlist = np.array([0, 1.5, 3.0])\n", "%time ximmhf = csstemu.get_ximmhalofit(z=zlist, r=rlist, Pcb=True)\n", "%time ximmnl = csstemu.get_ximmnl (z=zlist, r=rlist, Pcb=True)\n", "print(ximmnl.shape)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 498, "width": 726 } }, "output_type": "display_data" } ], "source": [ "with plt.style.context('article'):\n", " for iz in range(len(zlist)):\n", " l0, = plt.plot(rlist, rlist*rlist*ximmnl[iz], label='z={}'.format(zlist[iz]))\n", " l1, = plt.plot(rlist, rlist*rlist*ximmhf[iz], 'k:')\n", " plt.legend([l0, l1], ['CSST Emulator', 'Halofit'], loc='upper right')\n", " plt.xlabel(r'$r\\ [h^{-1}\\mathrm{Mpc}]$')\n", " plt.xlim([10, 200])\n", " plt.ylabel(r'$r^2\\xi_{\\mathrm{mm}}(r)$')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "csstemu-test", "language": "python", "name": "csstemu-test" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.19" } }, "nbformat": 4, "nbformat_minor": 2 }