numerai-model-upload

What problem does it solve?

Create Numerai Tournament model upload pickles (.pkl) with a self-contained predict() function. Use when preparing upload artifacts, debugging numerai_predict import errors, or documenting model-upload requirements and testing steps.

Core Features & Use Cases

• Portable inference bundle: Builds a self-contained model.pkl that runs in Numerai's numerai_predict container without repo dependencies.
• Environment compatibility: Ensures Python version and library compatibility to avoid segmentation faults.
• Validation workflow: Provides guidance for testing, MCP queries, and deployment steps to securely upload artifacts.

Quick Start

Train and export a self-contained inference bundle that runs in Numerai's container without repo dependencies.