https://github.com/numerai/numerai-tools
A collection of open-source tools to help interact with Numerai, model data, and automate submissions.
https://github.com/numerai/numerai-tools
Last synced: 4 months ago
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A collection of open-source tools to help interact with Numerai, model data, and automate submissions.
- Host: GitHub
- URL: https://github.com/numerai/numerai-tools
- Owner: numerai
- License: mit
- Created: 2023-06-05T16:42:28.000Z (about 3 years ago)
- Default Branch: master
- Last Pushed: 2026-01-01T20:37:43.000Z (7 months ago)
- Last Synced: 2026-01-07T05:42:17.984Z (7 months ago)
- Language: Python
- Size: 139 KB
- Stars: 40
- Watchers: 11
- Forks: 14
- Open Issues: 7
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Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# 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.