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        "author": "Charles Xu",
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            "Operating System :: MacOS",
            "Operating System :: Microsoft",
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        "description": "# MATLAB style numpy and sympy\n\n\n\nCreate matrix, call function in MATLAB style\n\n\n\n## Installation\n\n\n\n`pip install pyMATLABstyle`\n\n\n\n## Import\n\n\n\n```python\n\nfrom MATLAB import *\n\n```\n\n\n\n## MATLAB style numpy\n\nIncludes:\n\n1. mat\n\n2. inv\n\n3. rank\n\n4. det\n\n5. exp\n\n\n\n\n\n```python\n\nmatN = mat('1 2 3;4 7,2;6,7,8')\n\nprint('matN:', matN, sep='\\n')\n\n```\n\n\n\n    matN:\n\n    [[1 2 3]\n\n     [4 7 2]\n\n     [6 7 8]]\n\n\n\n\n\n\n\n```python\n\nprint('rank:', rank(matN))\n\nprint('inv:', inv(matN) * (matN), sep='\\n')\n\nprint('det:', det(matN))\n\nprint('exp:', exp(matN, 2) - matN * matN, sep='\\n')\n\n```\n\n\n\n    rank: 3\n\n    inv:\n\n    [[ 1.00000000e+00  2.77555756e-16  4.44089210e-16]\n\n     [ 3.33066907e-16  1.00000000e+00  0.00000000e+00]\n\n     [-3.46944695e-17 -5.89805982e-17  1.00000000e+00]]\n\n    det: -40.000000000000014\n\n    exp:\n\n    [[0 0 0]\n\n     [0 0 0]\n\n     [0 0 0]]\n\n\n\n\n\n## MATLAB style syms\n\nsyms == sympy.symbols\n\n\n\n\n\n```python\n\nx, y, z = syms('x, y z')\n\nf = x**(y - z)\n\nprint(f)\n\n```\n\n\n\n    x**(y - z)\n\n\n\n\n\n## MATLAB style sympy matrix\n\nIncludes:\n\n1. smat\n\n2. sinv\n\n3. sdet\n\n4. sexp\n\n\n\n\n\n```python\n\nmatS = smat('x11 x12 x13;x21,x22,x23;x31,x32 x33')\n\nprint('matS:', matS, sep='\\n')\n\n\n\n```\n\n\n\n    matS:\n\n    Matrix([[x11, x12, x13], [x21, x22, x23], [x31, x32, x33]])\n\n\n\n\n\n\n\n```python\n\nprint('rank:', matS.rank())\n\nprint('inv:', sinv(matS) * (matS), sep='\\n')\n\nprint('det:', sdet(matS))\n\nprint('exp:', sexp(matS, 2) - matS * matS, sep='\\n')\n\n```\n\n\n\n    rank: 3\n\n    inv:\n\n    Matrix([[1, 0, 0], [0, 1, 0], [0, 0, 1]])\n\n    det: x11*x22*x33 - x11*x23*x32 - x12*x21*x33 + x12*x23*x31 + x13*x21*x32 - x13*x22*x31\n\n    exp:\n\n    Matrix([[0, 0, 0], [0, 0, 0], [0, 0, 0]])\n\n\n\n\n",
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