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{
 "cells": [
  {
   "cell_type": "code",
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   "execution_count": 1,
   "id": "5f91f58f-ef53-484d-9951-045829872567",
   "metadata": {},
   "outputs": [],
   "source": [
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    "from pyiron import Project\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
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   "execution_count": 2,
   "id": "0dde0404-8501-4649-ae81-3f008d4a76e3",
   "metadata": {},
   "outputs": [],
   "source": [
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    "pr = Project(\".\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "97f1ec7a-4eb6-404d-afdb-0d2739255ead",
   "metadata": {},
   "source": [
    "### Training data"
   ]
  },
  {
   "cell_type": "code",
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   "execution_count": 3,
   "id": "af1bbd9f-c61b-4bc8-b122-5848537620fd",
   "metadata": {},
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   "outputs": [
    {
     "data": {
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