numerai-tools

A collection of open-source tools to help interact with Numerai, model data, and automate submissions.

Installation

pip install numerai-tools

Structure

• The scoring.py module contains critical functions used to score submissions. We use this code in our scoring system system. Leverage this to optimize your models for the tournaments.

• The submissions.py module provides helper functions to ensure your submissions are valid and formatted correctly. Use this in your automated prediction pipelines to ensure uploads don't fail.

• The signals.py module provides code specific to Numerai Signals such as churn and turnover. Use this to ensure your Signals submissions are properly formatted.