river

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
• Online Training & Serving
• examples
  • flask-app
  • Factorization Machines for datalens

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