A set of data tools in Python
Project description
Dython
A set of Data analysis tools in pYTHON 3.x.
Dython was designed with analysis usage in mind - meaning ease-of-use, functionality and readability are the core values of this library. Production-grade performance, on the other hand, were not considered.
Documentation:
Modules documentation can be found on shakedzy.xyz/dython
Installation:
Dython can be installed directly using pip:
pip install dython
If you wish to install from source:
pip install git+https://github.com/shakedzy/dython.git
Dependencies: numpy, pandas, seaborn, scipy, matplotlib, sklearn
Contributing:
Contributions are always welcomed - if you found something you can fix, or have an idea for a new feature, feel free to write it and open a pull request. Please make sure to go over the contributions guidelines.
Change log:
Change log is available, see CHANGELOG.md.
Related blogposts:
- Read more about the Nominal tools on The Search for Categorical Correlation
- Read more about using ROC graphs on Hard ROC: Really Understanding & Properly Using ROC and AUC
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