Added Project and Report

project/testing/conditioning.ipynb

@@ -0,0 +1,64 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "include(\"../../utilities/dataset.jl\")\n",
+    "using CSV, DataFrames\n",
+    "\n",
+    "baseDir = joinpath(\"../\", \"results/conditioning\")\n",
+    "mkpath(baseDir);"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "lambdas = 10. .^(-15:6)\n",
+    "\n",
+    "outputvsc = joinpath(baseDir, \"conditioning.csv\");\n",
+    "accData = Dict(\n",
+    "    :lambda   => Array{Float64}(undef, 0),\n",
+    "    :condnum  => Array{Float64}(undef, 0),\n",
+    "    )\n",
+    "\n",
+    "for lambda in lambdas\n",
+    "    X_hat, _, _, _ = get_dataset(\"../data_for_testing/dataset.csv\", lambda)\n",
+    "    condnum = cond(X_hat)\n",
+    "    push!(accData[:lambda], lambda)\n",
+    "    push!(accData[:condnum], condnum)\n",
+    "end\n",
+    "\n",
+    "df = DataFrame(accData)\n",
+    "# CSV.write(outputvsc, df);"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Julia 1.9.3",
+   "language": "julia",
+   "name": "julia-1.9"
+  },
+  "language_info": {
+   "file_extension": ".jl",
+   "mimetype": "application/julia",
+   "name": "julia",
+   "version": "1.9.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}