Python package df2onehot is to convert a pandas dataframe into a stuctured dataframe.
Project description
df2onehot
Star it if you like it!
- df2onehot is Python package to convert your complex dataframe into a one-hot dense array.
Contents
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:
df = df2onehot.import_example()
# Convert
out = df2onehot.df2onehot(df)
# Force features (int or float) to be numeric if unique non-zero values are above percentage.
out = df2onehot.df2onehot(df, perc_min_num=0.8)
# Remove categorical features for which less then 2 values exists.
out = df2onehot.df2onehot(df, y_min=2)
# Combine two rules above.
out = df2onehot.df2onehot(df, y_min=2, perc_min_num=0.8)
Maintainers
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
df2onehot-0.1.2.tar.gz
(32.1 kB
view hashes)
Built Distribution
df2onehot-0.1.2-py3-none-any.whl
(32.3 kB
view hashes)
Close
Hashes for df2onehot-0.1.2-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 69d9496a21314c57c7989825a48907c35f1ad8f0cd29887315238080bf21ef27 |
|
MD5 | e759d09c39f4e2aca21e5a038ffae2aa |
|
BLAKE2b-256 | e0bb22ba46d213cb2fee3d5207b786df29e7f071134fb171f64b499a48b1245a |