Waterflow
Waterflow package provides a data analysis pipeline framework for data transformation and machine learning
In one go
- read data files (possibly massive)
- add transformations and new features
- train a model
- test a model
- score
Usage
Example display first line of somefile.txt after applying a function lamba
and used another lambda for filtering.
from flow import Flow
flow = Flow()
print flow.read_file('somefile.txt').map(lambda).filter(lambda).batch(10)[0]
