pada 0.1.0

a ligthweight feature manage framework

pada

pada is an onomatopoeia, like the sound we make when building blocks.

a ligthweight feature manage framework

1. load_data: load data
2. feature definition: metadata, input data, transform
3. assemble: construct

pada command line generates the project directory

project
|---definition
|  |-feats_def.py
|---load_data.py
|---main.py
|---url.py    

base introduce

load_data.py

define a function named data(), return your data which is a pd.DataFrame

definition

you should define your feature in this directory

url.py

find your feature definition by url() function

main.py

run your feature engeering by run() function

History

0.1.0 (2022-03-01)

• First release on PyPI