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River

Practice online machine learning library river. For more details, please check docs

Versions

river: 0.15.0

Components

  • Regressor
  • PredClipper: wrap a regressor with max_x and max_y used when prediction

Contents

Quickstart

  1. Change directory

    cd quickstart

  2. Install river

    poetry install --only river

  3. Run quickstart.py

    python quickstart.py

    {'age_of_domain': 1,
'anchor_from_other_domain': 0.0,
'empty_server_form_handler': 0.0,
'https': 0.0,
'ip_in_url': 1,
'is_popular': 0.5,
'long_url': 1.0,
'popup_window': 0.0,
'request_from_other_domain': 0.0}
True

Examples

  1. Flask App
  2. FM for datalens

Reference

https://github.com/online-ml/river