popoolaio/datasist

Datasist abstract numerous techniques and functions used repeatedly in Data Science and Machine Learning.

datasist: Python library for easy modelling, visualization and exploration

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What is it?

datasist is a python package providing fast, quick, and an abstracted interface to popular and frequently used functions or techniques relating to data analysis, visualization, data exploration, feature engineering, Computer, NLP, Deep Learning, modeling, model deployment etc.

Install

pip install datasist

Dependencies

• Numpy
• pandas
• seaborn
• matplotlib

Installation from source (For contributors)

To install datasist from source you need python 3.6> in addition to the normal dependencies above.

Run the following command in a terminal/command prompt

git clone https://github.com/risenW/datasist.git
cd datasist
python setup.py install

Alternatively, you can use install with pip after cloning, if you want all the dependencies pulled in automatically (the -e option is for installing it in [development mode]:

git clone https://github.com/risenW/datasist.git
cd datasist
pip install -e .

Documentation

API documentation can be found here

Example Usage

Classification problem using Xente fraud dataset

Basic example using the Iris dataset