A simple library to perform EDA & Data Engineering quickly without writing any code
Project description
codeless
codeless is a Python module for machine learning built on top of imbalanced-learn, matplotlib, numpy, pandas, codeless, scipy, seaborn and is distributed under the MIT license.
The project was started in 2020 by Arun Kumar Nath to improve machine learning skills.
Website: https://codeless.org
Installation
Dependencies
codeless requires
Python (>= 3.6)
Imbalanced-learn (>=0.7.0)
Numpy (>=1.18.5)
Pandas (>=1.1.3)
SciPy (>=1.4.1)
codeless plotting capabilities (i.e. functions start with Plot ) require Matplotlib >=3.3.0. A few examples require pandas >=0.1.8, some examples require seaborn >=0.10.1.
User installation
If you already have a working installation of numpy and scipy, the easiest way to install codeless is using pip
pip install codeless
The documentation includes more detailed installation instructions.
Changelog
See the changelog for a history of notable changes to codeless.
Development
I welcome new contributors of all experience levels. The codeless community goals are to be helpful, welcoming, and effective. For any contribution please visit linkedIn: https://www.linkedin.com/in/arun-kumar-nath-686721152/ . I have included some basic information in this README.
Important links
Official source code repo
Download releases
Source code
You can check the latest sources with the command: git clone https://github.com/porky5191/CodelessLibrary.git
Contributing
To learn more about making a contribution to codeless, please visit the above mentioned LinkedIn.
Project History
The project was started in 2020 by Arun Kumar Nath to improve machine learning skills.
The project is currently maintained by Arun Kumar Nath.
Help and Support
Documentation
https://drive.google.com/drive/folders/1sppPT4rLCLHlugAmQuXk0rIFnHQhXyp4?usp=sharing
FAQ
Communication
Mailing list: arunnath792@gmail.com
Citation
If you use codeless in a scientific publication, we would appreciate citations: https://pypi.org/project/codeless/#citing- codeless
Change Log
0.0.4 (01/12/2020)
Fourth Release
0.0.5 (01/12/2020)
Fifth Release
Project details
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