python科学计算 (2)

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1、用Python做科学计算Release1HYRYStudio2010/01/09目录I基础篇31软件包的安装和介绍51.1安装软件包.............................................51.1.1安装...............................................5Python(x,y)..............................................5EnthoughtPythonDistribution(E

2、PD)..............................61.1.2工具...............................................6iPython.................................................6spyder.................................................81.2函数库介绍............................................

3、.101.2.1数值计算库...........................................101.2.2符号计算库...........................................111.2.3界面设计............................................111.2.4绘图与可视化.........................................111.2.5图像处理和计算机视觉.................

4、...................122NumPy-快速处理数据132.1ndarray对象............................................132.1.1创建...............................................132.1.2存取元素............................................172.1.3多维数组........................................

5、....192.1.4结构数组............................................212.1.5内存结构............................................242.2ufunc运算..............................................252.2.1广播...............................................302.2.2ufunc的方法...........

6、...............................332.3矩阵运算...............................................35i2.4文件存取...............................................373SciPy-数值计算库413.1最小二乘拟合............................................413.2函数最小值...............................

7、..............433.3非线性方程组求解.........................................453.4B-Spline样条曲线.........................................483.5数值积分...............................................493.6解常微分方程组...........................................513.7滤波器设计.......

8、......................................523.8用Weave嵌入C语言........................................554SymPy-符号运算好帮手574.1封面上的经典公式.........................................574.2球体体积...............................................59