How do I compute derivative using Numpy?

You have four options Finite Differences Automatic Derivatives Symbolic Differentiation Compute derivatives by hand. Finite differences require no external tools but are prone to numerical error and, if you’re in a multivariate situation, can take a while. Symbolic differentiation is ideal if your problem is simple enough. Symbolic methods are getting quite robust these days. SymPy is … Read more

How often does python flush to a file?

For file operations, Python uses the operating system’s default buffering unless you configure it do otherwise. You can specify a buffer size, unbuffered, or line buffered. For example, the open function takes a buffer size argument. http://docs.python.org/library/functions.html#open “The optional buffering argument specifies the file’s desired buffer size:” 0 means unbuffered, 1 means line buffered, any … Read more

How to change pip installation path

You can tell pip where to install the package. Use the -t flag , that means the target directory where you want to install the package. Have have look at pip install –help You can change this on permanent basis by changing the pip.ini configuration file. See this for detail: pip install path On Unix and Mac OS X the configuration … Read more

Declaring a multi dimensional dictionary in python

A multi-dimensional dictionary is simply a dictionary where the values are themselves also dictionaries, creating a nested structure: You’d have to detect that you already created new_dic[1] each time, though, to not accidentally wipe that nested object for additional keys under new_dic[1]. You can simplify creating nested dictionaries using various techniques; using dict.setdefault() for example: dict.setdefault() will only set a key … Read more