Generalized Linear Model (GLM)

Getting Started

Installing Python

To use the script, you will need to install Python 3.6.x and add to path:

• Python 3.6.x

Installing Dependencies

After cloning the project, go to the root directory:

Install the dependent libraries by typing the following in cmd/terminal:

$ pip install -r requirements.txt

Starting the Script

To run the script, go to the root directory and run python in cmd/terminal and type the following in the python console:

>>> from glm_main import *

Note: ensure that python refers to Python 3.6.x

Running GLM on Regression Dataset (Q2)

To run the GLM on regression dataset [mauna_loa], type the following in the python console:

>>> run_Q2()

Running Kernelized GLM on Regression Dataset (Q3)

To run the kernelized GLM on regression dataset [mauna_loa], type the following in the python console:

>>> run_Q3()

Running GLM with RBF (Q4)

Type the following in the python console:

>>> run_Q4()

Running Greedy Algorithm (Q5)

Type the following in the python console:

>>> run_Q5()

Built With

• numpy - all variables are numpy arrays