/active_flow

Active Learning / Interactive Data Mining CLI for the PyData ecosystem

Primary LanguagePython

a CLI for (inter)active learning & data mining

drawing

key features

  • simple syntax, build entire pipelines in a single line of code
  • dynamic loading of your favourite libraries (you can use what you have access to)
  • create a model from scratch, or load an existing one
  • interactive user input via CLI

features to come

  • more sampling strategies
  • load/save models from MLFlow

Example with a simple logitic regression on the titanic dataset

2021-05-04 18 21 54

Documentation

active_flow uses python fire internally, so you can call eg.

python -m aflow.active --help

Functional definitions