A python library that lets you customize automated machine learning
nylon
An intelligent, flexible grammar of machine learning.
Nylon is a python library that lets you customize automated machine learning workflows through a concise, JSON syntax. It provides a built in grammar, in which you can access different operations in ML with the english language.
Installation
Install latest release version:
pip install -U nylon-ai
Install directory from github:
git clone https://github.com/Palashio/nylon.git
cd nylon-ai
pip install .
Usage: the basics
A new Polymer object should be created everytime you’re working with a new dataset. When initializing an object, a dataset in the form of a .csv or .xs file should be passed to it by path:
nylon_object = Polymer('housing.csv')
Now, it’s time to create a specifications file using the nylon grammar. Here’s a basic one,