VowpalWabbit/py-vowpal-wabbit-next

Experimental new Python bindings for the VowpalWabbit library

37
/ 100
Emerging

This is an experimental new Python library for VowpalWabbit. It provides a clean, modern interface for machine learning practitioners to train and use VowpalWabbit models. It takes in structured event data, such as contextual bandit interactions or personalized recommendations, and outputs predictions and learned model updates.

No commits in the last 6 months.

Use this if you are a machine learning engineer or data scientist working with large-scale, online learning problems and want a modern Pythonic interface to VowpalWabbit.

Not ideal if you need a stable API for production systems, as the interfaces are subject to change and parity with existing bindings is not a goal.

machine-learning online-learning contextual-bandits recommendation-systems large-scale-ml
Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 5 / 25
Maturity 16 / 25
Community 16 / 25

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Stars

12

Forks

6

Language

Python

License

BSD-3-Clause

Last pushed

Oct 05, 2023

Commits (30d)

0

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