olpy.datasets

Datasets management module.

This module provides an interface to load some available datasets bundled with the OLPy package . Its main purpose is to allow for a quick access to the data in order to run some experiments. Available datasets include:

• a1a

• svmguide1

• svmguide3

The original datasets are available on this link

Example

>>> from olpy import datasets
>>> from olpy.classifiers import IELLIP
>>> a1a = datasets.load_a1a()
>>> X_train, y_train = (a1a.train_data, a1a.train_target)
>>> model = IELLIP()
>>> model.fit(X_train, y_train)

Functions

load_a1a	"Loads the a1a dataset for usage in a program.
load_svmguide1	"Loads the svmguide1 dataset for usage in a program.
load_svmguide3	"Loads the svmguide3 dataset for usage in a program.

Classes

Dataset

A helper class to load various datasets.