DeterministicML: Integration

Current API (licensing)

import deterministicml
 
deterministicml.machine_code()
deterministicml.license_valid()

Planned product API

DeterministicML will expose a deterministic operator set compatible with PyTorch and ONNX inference graphs:

# Future — not yet in production wheel
from deterministicml import DeterministicSession
session = DeterministicSession(model_path)
output = session.infer(input_tensor)  # bit-identical across platforms

Pair with SolvNum for the underlying deterministic arithmetic substrate.

Examples Licensing