df2onehot 0.2.15

Python package df2onehot is to convert a pandas dataframe into a stuctured dataframe.

df2onehot

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• df2onehot is Python package to convert your complex dataframe into a one-hot dense array.

Contents

• Installation
• Quick Start
• Contribute
• Maintainers
• License

Installation

• Install df2onehot from PyPI (recommended). df2onehot is compatible with Python 3.6+ and runs on Linux, MacOS X and Windows.
• It is distributed under the MIT license.

Quick Start

pip install df2onehot

• Alternatively, install df2onehot from the GitHub source:

git clone https://github.com/erdogant/df2onehot.git
cd df2onehot
python -U setup.py install

Import df2onehot package

import df2onehot
# Example dataset
df = df2onehot.import_example()

Example:

from df2onehot import df2onehot
# Convert
out = df2onehot(df)

# Force features (int or float) to be numeric if unique non-zero values are above percentage.
out = df2onehot(df, perc_min_num=0.8)

# Remove categorical features for which less then 2 values exists.
out = df2onehot(df, y_min=2)

# Combine two rules above.
out = df2onehot(df, y_min=2, perc_min_num=0.8)

Maintainers

• Erdogan Taskesen, github: erdogant
• Contributions are welcome.
• If you wish to buy me a Coffee for this work, it is very appreciated :)