Sympyとは? Pythonの記号計算ライブラリ 公式ドキュメント : http://www.sympy.org/en/index.html 日本語資料 : http://www.turbare.net/transl/scipy-lecture-notes/packages/sympy.html 使い方 In [3]: from sympy import * In [4]: init_session() IPython console for SymPy 0.7.6 (Python 3.4.6-64-bit) (ground types: python) These commands were executed: >>> from __future__ import division >>> from sympy import * >>> x, y, z, t = symbols('x y z t') >>> k, m, n = symbols('k m n', integer=True) >>> f, g, h = symbols('f g h', cls=Function) >>> init_printing() Symbols - 変数定義 In [1]: from sympy import * In [2]: x + 1 --------------------------------------------------------------------------- NameError Traceback (most recent call last) in () ----> 1 x + 1 NameError: name 'x' is not defined In [3]: x = symbols('x') In [4]: x + 1 Out[4]: x + 1 π : 円周率 In [13]: pi Out[13]: π In [14]: pi.evalf(50) Out[14]: 3.1415926535897932384626433832795028841971693993751 expand - 展開 In [5]: expand((x + 1)**2) Out[5]: x**2 + 2*x + 1 factor - 因数分解 In [6]: factor(x**4 - 3*x**2 + 1) Out[6]: (1 + x - x**2)*(1 - x - x**2) simplify - 簡約 In [7]: simplify((x**3 + x**2 - x - 1)/(x**2 + 2*x + 1)) Out[7]: x - 1 limit - 極限 In [8]: limit(x, x, oo) Out[8]: oo diff - 微分 In [9]: diff(cos(x), x) Out[9]: -sin(x) In [10]: diff(x**3 + x**2 - x - 1, x) Out[10]: 3*x**2 + 2*x - 1 integrate - 積分 In [11]: integrate(cos(x), x) Out[11]: sin(x) In [12]: integrate(x**3 + x**2 - x - 1, x) Out[12]: x**4/4 + x**3/3 - x**2/2 - x Matrix - 行列 In [13]: Matrix([[1, 2, 3], [-2, 0, 4]]) Out[13]: Matrix([ [ 1, 2, 3], [-2, 0, 4]]) solve - 式を解く In [14]: solve(x**2 - 1, x) Out[14]: [-1, 1]