DZ-2.ipynb

{
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  {
   "cell_type": "code",
   "execution_count": 256,
   "metadata": {},
   "outputs": [],
   "source": [
    "from matplotlib import pyplot as plt\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 257,
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 258,
   "metadata": {},
   "outputs": [],
   "source": [
    "%config InlineBackend.figure_format = 'svg'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 259,
   "metadata": {},
   "outputs": [],
   "source": [
    "x = [1, 2, 3, 4, 5, 6, 7]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 260,
   "metadata": {},
   "outputs": [],
   "source": [
    "y = [3.5, 3.8, 4.2, 4.5, 5, 5.5, 7]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 261,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x1514aa650>]"
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     "execution_count": 261,
     "metadata": {},
     "output_type": "execute_result"
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   ],
   "source": [
    "plt.plot(t, f, color=\"green\")\n",
    "plt.title('График f(t)')\n",
    "plt.xlabel('Значения t')\n",
    "plt.ylabel('Значения f')\n",
    "plt.axis([0.5, 9.5, -2.5, 2.5])"
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  },
  {
   "cell_type": "code",
   "execution_count": 266,
   "metadata": {},
   "outputs": [],
   "source": [
    "x = np.linspace(-3, 3, 51)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 267,
   "metadata": {},
   "outputs": [],
   "source": [
    "y1 = x**2\n",
    "y2 = 2 * x + 0.5\n",
    "y3 = -3 * x - 1.5\n",
    "y4 = np.sin(x)"
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  },
  {
   "cell_type": "code",
   "execution_count": 268,
   "metadata": {},
   "outputs": [
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    "fig, ax = plt.subplots(nrows = 2, ncols = 2)\n",
    "ax1, ax2, ax3, ax4 = ax.flatten()\n",
    "ax1.plot(x, y1)\n",
    "ax1.set_title('График 1')\n",
    "ax1.set_xlim([-5, 5])\n",
    "\n",
    "ax2.plot(x, y2)\n",
    "ax2.set_title('График 2')\n",
    "\n",
    "ax3.plot(x, y3)\n",
    "ax3.set_title('График 3')\n",
    "\n",
    "ax4.plot(x, y4)\n",
    "ax4.set_title('График 4')\n",
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  },
  {
   "cell_type": "code",
   "execution_count": 269,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
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   "execution_count": 270,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.read_csv('creditcard.csv')"
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  {
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   "execution_count": 271,
   "metadata": {},
   "outputs": [
    {
     "data": {
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     "execution_count": 271,
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  {
   "cell_type": "code",
   "execution_count": 272,
   "metadata": {},
   "outputs": [],
   "source": [
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  {
   "cell_type": "code",
   "execution_count": 273,
   "metadata": {},
   "outputs": [],
   "source": [
    "V = df['Class'].value_counts()"
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   "execution_count": 274,
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      "text/plain": [
       "<Figure size 756x360 with 1 Axes>"
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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from pylab import rcParams\n",
    "rcParams[\"figure.figsize\"] = 10.5, 5\n",
    "cls0 = plt.hist(Class[0], label=\"Class 0\", bins=20, ec=\"white\", color='lightgrey', alpha=0.5, density=True)\n",
    "cls1 = plt.hist(Class[1], label=\"Class 1\", bins=20, ec=\"white\", color='red', alpha=0.5, density=True)\n",
    "plt.title(\"Графики\")\n",
    "plt.legend()\n",
    "plt.ylabel('density')\n",
    "plt.xlabel('Class')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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