PrisML

Compiler-first machine learning library for TypeScript + Prisma applications.

Project Structure

packages/
  core/          # defineModel, types, schema hashing
  cli/           # prisml train command
  runtime/       # ONNX inference, error handling
  python/        # Python backend for training
examples/        # Integration examples
docs/            # Architecture guide, API reference

MVP Scope

✓ Declare predictive models in TypeScript ✓ Compile to immutable ONNX artifacts + metadata at build time ✓ Execute predictions synchronously, in-process at runtime ✓ Schema hashing for safety ✓ Conservative feature extraction via AST analysis ✓ Typed error handling

Getting Started

# Install
npm install

# Develop
npm run dev

# Build
npm run build

# Test
npm run test

See docs/ARCHITECTURE.md for deep dive.