From e787c00473e0d70d6843f6568818d6939250ecab Mon Sep 17 00:00:00 2001
From: Simran Dave <simran.dave18@imperial.ac.uk>
Date: Fri, 16 Jul 2021 16:10:36 +0000
Subject: [PATCH] Delete training_script.ipynb
---
training_script.ipynb | 269 ------------------------------------------
1 file changed, 269 deletions(-)
delete mode 100644 training_script.ipynb
diff --git a/training_script.ipynb b/training_script.ipynb
deleted file mode 100644
index 5d5fa50..0000000
--- a/training_script.ipynb
+++ /dev/null
@@ -1,269 +0,0 @@
-{
- "cells": [
- {
- "cell_type": "code",
- "execution_count": 8,
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "[11.71494203]\n",
- "[24.12391095]\n",
- "[10.38877496]\n",
- "[7.09610681]\n"
- ]
- }
- ],
- "source": [
- "import pylab\n",
- "import pycbc\n",
- "from pycbc.waveform import get_td_waveform\n",
- "from pycbc.waveform import get_fd_waveform\n",
- "from pycbc.waveform import fd_approximants\n",
- "import pycbc.noise\n",
- "import pycbc.psd\n",
- "from pycbc.types import TimeSeries\n",
- "from pycbc import distributions\n",
- "import numpy as np\n",
- "for i in range(10):\n",
- " mass1_distribution = distributions.uniform_log.UniformLog10(mass1=(5, 95))\n",
- " mass1_value=mass1_distribution.rvs(size=1)\n",
- " mass2_distribution = distributions.uniform_log.UniformLog10(mass2=(5, 95))\n",
- " mass2_value=mass2_distribution.rvs(size=1)\n",
- " print(mass1_value['mass1'])\n",
- " print(mass2_value['mass2'])\n",
- " hp, hc = get_td_waveform(approximant='SEOBNRv4',\n",
- " mass1=mass1_value['mass1'],\n",
- " mass2=mass2_value['mass2'],\n",
- " delta_t=1.0/4096,\n",
- " f_lower=40)\n",
- " for j in range(10):\n",
- " seed_value=np.random.randint(1, 200)\n",
- " flow = 30.0\n",
- " delta_f = 1.0 / 16\n",
- " flen = int(2048 / delta_f) + 1\n",
- " psd = pycbc.psd.aLIGOZeroDetHighPower(flen, delta_f, flow)\n",
- " delta_t = 1.0 / 4096\n",
- " tsamples = int(5 / delta_t)\n",
- " ts = pycbc.noise.noise_from_psd(tsamples, delta_t, psd, seed=seed_value)\n",
- " tlen = 5 / delta_t\n",
- " hp.resize(tlen)\n",
- " ts.resize(tlen)\n",
- " hp_new = TimeSeries(hp.data.data, dtype=hp.dtype,delta_t=delta_t, epoch=0)\n",
- " final = hp_new + ts\n",
- " \n",
- " np.savetxt(str(i) + str(j) + '.txt',np.transpose([final.sample_times,final])) \n",
- " "
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 1,
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Requirement already satisfied: pycbc in /opt/anaconda3/lib/python3.8/site-packages (1.18.1)\n",
- "Requirement already satisfied: ligo-common in /opt/anaconda3/lib/python3.8/site-packages (1.0.3)\n",
- "Requirement already satisfied: jinja2 in /opt/anaconda3/lib/python3.8/site-packages (from pycbc) (2.11.2)\n",
- "Requirement already satisfied: lalsuite in /opt/anaconda3/lib/python3.8/site-packages (from pycbc) (6.82)\n",
- "Requirement already satisfied: scipy>=0.16.0; python_version >= \"3.5\" in /opt/anaconda3/lib/python3.8/site-packages (from pycbc) (1.5.0)\n",
- "Requirement already satisfied: mpld3>=0.3 in /opt/anaconda3/lib/python3.8/site-packages (from pycbc) (0.5.5)\n",
- "Requirement already satisfied: decorator>=3.4.2 in /opt/anaconda3/lib/python3.8/site-packages (from pycbc) (4.4.2)\n",
- "Requirement already satisfied: gwdatafind in /opt/anaconda3/lib/python3.8/site-packages (from pycbc) (1.0.4)\n",
- "Requirement already satisfied: matplotlib>=1.5.1 in /opt/anaconda3/lib/python3.8/site-packages (from pycbc) (3.2.2)\n",
- "Requirement already satisfied: numpy>=1.16.0 in /opt/anaconda3/lib/python3.8/site-packages (from pycbc) (1.18.5)\n",
- "Requirement already satisfied: requests>=1.2.1 in /opt/anaconda3/lib/python3.8/site-packages (from pycbc) (2.24.0)\n",
- "Requirement already satisfied: lscsoft-glue>=1.59.3 in /opt/anaconda3/lib/python3.8/site-packages (from pycbc) (2.0.0)\n",
- "Requirement already satisfied: ligo-segments in /opt/anaconda3/lib/python3.8/site-packages (from pycbc) (1.3.0)\n",
- "Requirement already satisfied: six>=1.10.0 in /opt/anaconda3/lib/python3.8/site-packages (from pycbc) (1.15.0)\n",
- "Requirement already satisfied: tqdm in /opt/anaconda3/lib/python3.8/site-packages (from pycbc) (4.47.0)\n",
- "Requirement already satisfied: cython>=0.29 in /opt/anaconda3/lib/python3.8/site-packages (from pycbc) (0.29.21)\n",
- "Requirement already satisfied: beautifulsoup4>=4.6.0 in /opt/anaconda3/lib/python3.8/site-packages (from pycbc) (4.9.1)\n",
- "Requirement already satisfied: astropy!=4.0.5,!=4.2.1,>=2.0.3; python_version > \"3.0\" in /opt/anaconda3/lib/python3.8/site-packages (from pycbc) (4.0.1.post1)\n",
- "Requirement already satisfied: Mako>=1.0.1 in /opt/anaconda3/lib/python3.8/site-packages (from pycbc) (1.1.4)\n",
- "Requirement already satisfied: h5py>=2.5; python_version > \"3.6\" in /opt/anaconda3/lib/python3.8/site-packages (from pycbc) (2.10.0)\n",
- "Requirement already satisfied: pillow in /opt/anaconda3/lib/python3.8/site-packages (from pycbc) (7.2.0)\n",
- "Requirement already satisfied: MarkupSafe>=0.23 in /opt/anaconda3/lib/python3.8/site-packages (from jinja2->pycbc) (1.1.1)\n",
- "Requirement already satisfied: python-dateutil in /opt/anaconda3/lib/python3.8/site-packages (from lalsuite->pycbc) (2.8.1)\n",
- "Requirement already satisfied: pyOpenSSL in /opt/anaconda3/lib/python3.8/site-packages (from gwdatafind->pycbc) (19.1.0)\n",
- "Requirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.1 in /opt/anaconda3/lib/python3.8/site-packages (from matplotlib>=1.5.1->pycbc) (2.4.7)\n",
- "Requirement already satisfied: cycler>=0.10 in /opt/anaconda3/lib/python3.8/site-packages (from matplotlib>=1.5.1->pycbc) (0.10.0)\n",
- "Requirement already satisfied: kiwisolver>=1.0.1 in /opt/anaconda3/lib/python3.8/site-packages (from matplotlib>=1.5.1->pycbc) (1.2.0)\n",
- "Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /opt/anaconda3/lib/python3.8/site-packages (from requests>=1.2.1->pycbc) (1.25.9)\n",
- "Requirement already satisfied: certifi>=2017.4.17 in /opt/anaconda3/lib/python3.8/site-packages (from requests>=1.2.1->pycbc) (2020.6.20)\n",
- "Requirement already satisfied: idna<3,>=2.5 in /opt/anaconda3/lib/python3.8/site-packages (from requests>=1.2.1->pycbc) (2.10)\n",
- "Requirement already satisfied: chardet<4,>=3.0.2 in /opt/anaconda3/lib/python3.8/site-packages (from requests>=1.2.1->pycbc) (3.0.4)\n",
- "Requirement already satisfied: soupsieve>1.2 in /opt/anaconda3/lib/python3.8/site-packages (from beautifulsoup4>=4.6.0->pycbc) (2.0.1)\n",
- "Requirement already satisfied: cryptography>=2.8 in /opt/anaconda3/lib/python3.8/site-packages (from pyOpenSSL->gwdatafind->pycbc) (2.9.2)\n",
- "Requirement already satisfied: cffi!=1.11.3,>=1.8 in /opt/anaconda3/lib/python3.8/site-packages (from cryptography>=2.8->pyOpenSSL->gwdatafind->pycbc) (1.14.0)\n",
- "Requirement already satisfied: pycparser in /opt/anaconda3/lib/python3.8/site-packages (from cffi!=1.11.3,>=1.8->cryptography>=2.8->pyOpenSSL->gwdatafind->pycbc) (2.20)\n"
- ]
- }
- ],
- "source": [
- "import sys\n",
- "!{sys.executable} -m pip install pycbc ligo-common --no-cache-dir"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 2,
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "/Users/simrandave\n"
- ]
- }
- ],
- "source": [
- "cd"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 3,
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "/Users/simrandave/OneDrive\n"
- ]
- }
- ],
- "source": [
- "cd OneDrive"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 4,
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "[Errno 2] No such file or directory: 'aei_research'\n",
- "/Users/simrandave/OneDrive\n"
- ]
- }
- ],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": 5,
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "/Users/simrandave/OneDrive/Documents\n"
- ]
- }
- ],
- "source": [
- "cd Documents"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 6,
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "/Users/simrandave/OneDrive/Documents/aei_research\n"
- ]
- }
- ],
- "source": [
- "cd aei_research"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 57,
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "[9.76986447]\n"
- ]
- }
- ],
- "source": [
- "from pycbc import distributions\n",
- "mass1_distribution = distributions.uniform_log.UniformLog10(mass1=(5, 95))\n",
- "mass1_value=mass1_distribution.rvs(size=1)\n",
- "print(mass1_value['mass1'])"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 61,
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "[73.69821286]\n",
- "[5.24642144]\n"
- ]
- }
- ],
- "source": [
- "mass1_distribution = distributions.uniform_log.UniformLog10(mass1=(5, 95))\n",
- "mass1_value=mass1_distribution.rvs(size=1)\n",
- "mass2_distribution = distributions.uniform_log.UniformLog10(mass2=(5, 95))\n",
- "mass2_value=mass2_distribution.rvs(size=1)\n",
- "print(mass1_value['mass1'])\n",
- "print(mass2_value['mass2'])"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": []
- }
- ],
- "metadata": {
- "kernelspec": {
- "display_name": "Python 3",
- "language": "python",
- "name": "python3"
- },
- "language_info": {
- "codemirror_mode": {
- "name": "ipython",
- "version": 3
- },
- "file_extension": ".py",
- "mimetype": "text/x-python",
- "name": "python",
- "nbconvert_exporter": "python",
- "pygments_lexer": "ipython3",
- "version": "3.8.3"
- }
- },
- "nbformat": 4,
- "nbformat_minor": 4
-}
--
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