Description:
DataProTool 1.2.0
introduction
It is a library that support advance tools in feature engineering and
data progress. This library is independently developed by Zhang Jiexi.
Author’s e-mail: zhangjiexi66696@outlook.com
install
you can use pip install DataProTool to install this library. in
version 1.2.0 , I rewrite the setup file so you don’t have to
install dependent libraries manually.
what’s new in the version1.2.0
1.Support English! Now, I create an English version for this tool.and I
set this tool’s main language is English. You can simplely use
import dataprotool. If you want to use Chinese version, you can use
import dataprotool.cn to import.
2.I add three feature derivation function in the FreatureDerivation
class, they are: 1.target encode derivation:
target_encode_derivation() 2.four arithmetic feature derivation:
four_arithmetic_feature_derivation() 3.cross combination feature
derivation: cross_combination_feature_derivation()
3.When you use the function of FeatureFilter class ,it will return
the score or sort of data. 4.Fix some bugs in some function.
dependent libraries
numpy ~= 1.23.3 pandas ~= 1.5.0 scikit-learn ~= 1.0.2 tqdm ~= 4.64.1
tqdm is used to create progress bar.
License
For personal and professional use. You cannot resell or redistribute these repositories in their original state.
Customer Reviews
There are no reviews.
