{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Fictitious El Haddad Datasets" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Required Modules\n", "Let us import the modules required to execute B-FADE. The next cell is not necessery if you installed the module via package managers. So you just would skip the cell an jump over." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "from sys import path as syspath\n", "from os import path as ospath\n", "syspath.append(ospath.join(ospath.expanduser(\"~\"),\n", " '/home/ale/Desktop/b-fade/src'))" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "from sklearn.metrics import log_loss\n", "import pandas as pd\n", "from bfade.elhaddad import ElHaddadCurve, ElHaddadBayes\n", "from bfade.dataset import SyntheticDataset" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We istantiate a curve whereby the dataset is generated. Then we generate a regular grid and a noisy dataset for later use." ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "14:47:47 - bfade.abstract - WARNING - ElHaddadCurve.inspect\n", "14:47:47 - bfade.util - DEBUG - SHOW PIC: EH-8-700_curve\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "eh = ElHaddadCurve(metrics=np.log10, dk_th=8, ds_w=700, Y=0.9, name=\"EH-8-700\")\n", "eh.inspect(np.linspace(1,1000,1000), scale=\"log\")" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "14:47:48 - bfade.dataset - DEBUG - SyntheticDataset.config\n", "14:47:48 - bfade.dataset - DEBUG - SyntheticDataset.make_grid\n", "14:47:48 - bfade.dataset - DEBUG - SyntheticDataset.make_classes\n", "14:47:48 - bfade.dataset - DEBUG - SyntheticDataset.inspect\n", "14:47:48 - bfade.util - DEBUG - SHOW PIC: EH-8-700_data\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sd = SyntheticDataset(name=\"EH-8-700\")\n", "sd.make_grid([1,1000], [100,1500], 35, 35, spacing=\"log\")\n", "sd.make_classes(eh)\n", "sd.inspect([1,1000], [100,1500], scale=\"log\", curve=eh, x=np.linspace(1, 1000,1000))" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "14:47:48 - bfade.dataset - DEBUG - SyntheticDataset.config\n", "14:47:48 - bfade.dataset - DEBUG - SyntheticDataset.make_grid\n", "14:47:48 - bfade.dataset - DEBUG - SyntheticDataset.make_classes\n", "14:47:48 - bfade.dataset - DEBUG - SyntheticDataset.add_noise\n", "14:47:48 - bfade.dataset - DEBUG - SyntheticDataset.crop_points\n", "14:47:48 - bfade.dataset - DEBUG - SyntheticDataset.inspect\n", "14:47:48 - bfade.util - DEBUG - SHOW PIC: EH-8-700_data\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sd_noise = SyntheticDataset(name=\"EH-8-700\")\n", "sd_noise.make_grid([1,1000], [100,1500], 15, 15, spacing=\"log\")\n", "sd_noise.make_classes(eh)\n", "sd_noise.add_noise(10, 200) # <- make noisy data\n", "sd_noise.crop_points() # <- ensure only physically meaningful data\n", "sd_noise.inspect([1,1000], [100,1500], scale=\"log\", curve=eh, x=np.linspace(1, 1000,1000))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Export Data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The operations below exports the datasets as separate ``.csv`` files that can be read later." ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [], "source": [ "for d,l in zip([sd, sd_noise], [\"EH-7-800\", \"EH-7-800_Noisy\"]):\n", " pd.DataFrame({\"sqrt_area\": d.X[:,0],\n", " \"delta_sigma\": d.X[:,1],\n", " \"failed\": d.y,\n", " \"Y\": [0.9]*d.y.shape[0],\n", " \"test\": [0]*d.y.shape[0]}).to_csv(\"./\"+ l +\".csv\")" ] } ], "metadata": { "kernelspec": { "display_name": "bayes", "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": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 2 }