25개 이상의 토픽을 선택하실 수 없습니다. Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
 

133 lines
52 KiB

{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[<matplotlib.lines.Line2D at 0x1b9ab3a1c50>]"
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"#制sin(x)函数图形\n",
"\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"\n",
"x = np.linspace(-10, 10, 100) #列举出一百个数据点\n",
"y = np.sin(x) #计算出对应的y\n",
"plt.plot(x, y, marker=\"o\")\n"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"a = np.arange(10)\n",
"plt.xlabel('x')\n",
"plt.ylabel('y')\n",
"plt.plot(a,a*1.5,a,a*2.5,a,a*3.5,a,a*4.5)\n",
"plt.legend(['1.5x','2.5x','3.5x','4.5x'])\n",
"plt.title('simple lines')\n",
"plt.show()\n"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[<matplotlib.lines.Line2D at 0x1b9ab6acb70>,\n",
" <matplotlib.lines.Line2D at 0x1b9ab6e0710>,\n",
" <matplotlib.lines.Line2D at 0x1b9ab6e0c88>,\n",
" <matplotlib.lines.Line2D at 0x1b9ab6e80f0>]"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"\n",
"fig,axes=plt.subplots(2,1)\n",
"\n",
"plt.subplot(2,1,1)\n",
"x = np.linspace(-10, 10, 100) #列举出一百个数据点\n",
"y = np.sin(x) #计算出对应的y\n",
"plt.plot(x, y, marker=\"o\")\n",
"\n",
"#请修改程序,做成下边这张图的效果->\n",
"\n",
"\n",
"\n"
]
},
{
"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": "3.6.5"
}
},
"nbformat": 4,
"nbformat_minor": 2
}