regression-algorithm

Including some experimental code for the LOWESS, Liner, and Polynomial Regression algorithm.

Demo

1. LOWESS

2. Liner Regression

3. Polynomial Regression

4. Exponentially-Weighted Moving Average

Dependency

It's based on SciPy

1. Ubuntu

sudo apt-get install python-numpy python-scipy python-matplotlib ipython ipython-notebook python-pandas python-sympy python-nose

2. Redhat/CentOS

sudo yum install numpy scipy python-matplotlib ipython python-pandas sympy python-nose

3. Windows/Mac

The easiest way to install the packages of the SciPy stack is to download one of these Python distributions, which includes all the key packages:

• Anaconda: A free distribution for the SciPy stack. Supports Linux, Windows and Mac.
• Enthought Canopy: The free and commercial versions include the core SciPy stack packages. Supports Linux, Windows and Mac.
• Python(x,y): A free distribution including the SciPy stack, based around the Spyder IDE. Windows only.
• WinPython: A free distribution including the SciPy stack. Windows only.
• Pyzo: A free distribution based on Python 3 (see Note on Python 3) with the IEP editor. Supports Linux and Windows.
• Algorete Loopy: A free, community oriented distribution for the SciPy stack maintained by researches at Dartmouth College. Loopy supports both Python 2 and 3 on Linux, Windows and Mac OSX. The distribution is derived from Anaconda with additional packages (e.g. Space Physics, BioInformatics).