TuiML: machine-learning library built for language-model agents (arXiv:2609.17984v1)
The arXiv paper presents TuiML, an open-source machine-learning library designed for AI agents rather than human programmers. TuiML provides machine-readable metadata and parameter schemas, validated/seeded/traced calls, a Model Context Protocol (MCP), agent-framework adapters, a Python API, CLI, local model serving, reproducible-session exports (runnable notebooks), and benchmarks showing predictive performance competitive with scikit-learn and Weka; documentation is at tuiml.ai.