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-0.1.7.tar.gz
(31.5 kB
view hashes)
Built Distribution
df2onehot-0.1.7-py3-none-any.whl
(33.2 kB
view hashes)
Close
Hashes for df2onehot-0.1.7-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 914e04768d7979dbf720e3eb3794ad3fddd963d1cd4e0c967b3e68859645851a |
|
MD5 | d0356ef4792dfde4e7cfe64251e2eec2 |
|
BLAKE2b-256 | 4e308a82dfc27211c905a2418bccf111ece9bd58da94e14913da078b4a717f29 |