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@vncsleal/prisml-cli

v0.2.0

Published

PrisML CLI: prisml train and prisml check commands

Vulnerabilities

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Links

Git

Maintainers

vncslealvncsleal

Keywords

climachine-learningcompilertrainingonnx

Readme

@vncsleal/prisml-cli

CLI commands for PrisML - compiler-first machine learning for TypeScript + Prisma.

Features

  • prisml train - Compile models to ONNX artifacts
  • prisml check - Validate schema contracts without training

Installation

npm install @vncsleal/prisml-cli

Usage

Train Models

prisml train --config ./prisml.config.ts --schema ./prisma/schema.prisma

Compiles model definitions to immutable ONNX artifacts:

  • model.onnx - Executable prediction function
  • model.metadata.json - Schema contract and feature encoding

Validate Contracts

prisml check --schema ./prisma/schema.prisma --output ./.prisml

Validates feature dependencies against Prisma schema:

  • Detects type mismatches
  • Detects nullability violations
  • Warns on dynamic feature paths
  • Fast CI-friendly validation (no training required)

Python Backend

The CLI includes a Python training backend. Install dependencies:

cd node_modules/@vncsleal/prisml-cli
pip install -r python/requirements.txt

Required packages:

  • scikit-learn
  • onnxmltools
  • skl2onnx

Documentation

See main documentation and user guide.

License

MIT © Vinicius Leal