Numpy 1st.ipynb

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    "**Welcome to Numpy Tutorial,Lets do it**\n"
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    "import numpy as np"
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       "(3,)"
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   "source": [
    "**Array Creation :from other Python Structures**"
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      "text/plain": [
       "<numpy.flatiter at 0x138a17d0d20>"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "arr.flat"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "d1b9ba0d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1\n",
      "2\n",
      "3\n",
      "4\n",
      "5\n",
      "6\n",
      "7\n",
      "1\n",
      "0\n"
     ]
    }
   ],
   "source": [
    "for item in arr.flat:\n",
    "    print(item)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "8fea50ab",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "9"
      ]
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "arr.size"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "4e9d65d7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "arr.ndim"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "835af514",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "36"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "arr.nbytes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "a877e13e",
   "metadata": {},
   "outputs": [],
   "source": [
    "ar=np.array([1,3,4,634,2])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "17ee3331",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([  1,   3,   4, 634,   2])"
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ar"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "8f7bbb1b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ar.argmax()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "076793be",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0"
      ]
     },
     "execution_count": 59,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ar.argmin()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "id": "f4f80be1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0, 4, 1, 2, 3], dtype=int64)"
      ]
     },
     "execution_count": 60,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ar.argsort()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "id": "31de2354",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[1, 2, 3],\n",
       "       [4, 5, 6],\n",
       "       [7, 1, 0]])"
      ]
     },
     "execution_count": 61,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "arr"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "e5cdb5ed",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "6"
      ]
     },
     "execution_count": 62,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "arr.argmax()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "id": "f9e04f13",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "8"
      ]
     },
     "execution_count": 63,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "arr.argmin()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "aca15374",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([2, 1, 1], dtype=int64)"
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "arr.argmax(axis=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "id": "8f29ee95",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0, 0, 2], dtype=int64)"
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "arr.argmin(axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "id": "3923b0a6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[0, 2, 2],\n",
       "       [1, 0, 0],\n",
       "       [2, 1, 1]], dtype=int64)"
      ]
     },
     "execution_count": 67,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "arr.argsort(axis=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "id": "8c3c1c5c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(3, 3)"
      ]
     },
     "execution_count": 68,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "arr.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "id": "8ec244e2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[1, 2, 3],\n",
       "       [4, 5, 6],\n",
       "       [7, 1, 0]])"
      ]
     },
     "execution_count": 69,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "arr"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "id": "177cbbd6",
   "metadata": {},
   "outputs": [],
   "source": [
    "arr2=np.array([[1,0,2],[2,3,1],[1,2,0]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "id": "c31aafd6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[1, 0, 2],\n",
       "       [2, 3, 1],\n",
       "       [1, 2, 0]])"
      ]
     },
     "execution_count": 71,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "arr2\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "id": "2b13885a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[2, 2, 5],\n",
       "       [6, 8, 7],\n",
       "       [8, 3, 0]])"
      ]
     },
     "execution_count": 72,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "arr+arr2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "id": "2706c383",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[ 1,  0,  6],\n",
       "       [ 8, 15,  6],\n",
       "       [ 7,  2,  0]])"
      ]
     },
     "execution_count": 73,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "arr*arr2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "id": "bf35f994",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "29"
      ]
     },
     "execution_count": 75,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "arr.sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d70532ce",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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