mlxtend version: 0.17.0

autompg_data

autompg_data()

Auto MPG dataset.

Returns

Examples

For usage examples, please see http://rasbt.github.io/mlxtend/user_guide/data/autompg_data/

boston_housing_data

boston_housing_data()

Boston Housing dataset.

Returns

Examples

For usage examples, please see http://rasbt.github.io/mlxtend/user_guide/data/boston_housing_data/

iris_data

iris_data(version='uci')

Iris flower dataset.

Parameters

Returns

Note

The Iris dataset (originally collected by Edgar Anderson) and available in UCI's machine learning repository is different from the Iris dataset described in the original paper by R.A. Fisher [1]). Precisely, there are two data points (row number 34 and 37) in UCI's Machine Learning repository are different from the origianlly published Iris dataset. Also, the original version of the Iris Dataset, which can be loaded via version='corrected' is the same as the one in R.

[1] . A. Fisher (1936). "The use of multiple measurements in taxonomic
problems". Annals of Eugenics. 7 (2): 179–188

Examples

For usage examples, please see http://rasbt.github.io/mlxtend/user_guide/data/iris_data/

loadlocal_mnist

loadlocal_mnist(images_path, labels_path)

Read MNIST from ubyte files.

Parameters

Returns

Examples

For usage examples, please see http://rasbt.github.io/mlxtend/user_guide/data/loadlocal_mnist/

make_multiplexer_dataset

make_multiplexer_dataset(address_bits=2, sample_size=100, positive_class_ratio=0.5, shuffle=False, random_seed=None)

Function to create a binary n-bit multiplexer dataset.

New in mlxtend v0.9

Parameters

Returns

Examples

For usage examples, please see http://rasbt.github.io/mlxtend/user_guide/data/make_multiplexer_dataset

mnist_data

mnist_data()

5000 samples from the MNIST handwritten digits dataset.

Returns

Examples

For usage examples, please see http://rasbt.github.io/mlxtend/user_guide/data/mnist_data/

three_blobs_data

three_blobs_data()

A random dataset of 3 2D blobs for clustering.

Returns

Examples

For usage examples, please see http://rasbt.github.io/mlxtend/user_guide/data/three_blobs_data

wine_data

wine_data()

Wine dataset.

Returns

Examples

For usage examples, please see http://rasbt.github.io/mlxtend/user_guide/data/wine_data