Module numpy_converter 

NumPy to Trueno conversion module (BATUTA-008)

Converts Python NumPy operations to Rust Trueno operations with automatic backend selection via MoE routing.

Conversion Strategy

NumPy operations are mapped to equivalent Trueno operations:

• np.array(...) → Vector::from_slice(...) or Matrix::from_slice(...)
• np.add(a, b) → a.add(&b)
• np.dot(a, b) → a.dot(&b) or a.matmul(&b)
• np.sum(a) → a.sum()
• Element-wise ops automatically use MoE routing

Example

# Python NumPy code
import numpy as np
a = np.array([1.0, 2.0, 3.0])
b = np.array([4.0, 5.0, 6.0])
c = np.add(a, b)

Converts to:

use trueno::Vector;
let a = Vector::from_slice(&[1.0, 2.0, 3.0]);
let b = Vector::from_slice(&[4.0, 5.0, 6.0]);
let c = a.add(&b).unwrap();

Structs

NumPyConverter

NumPy to Trueno converter

TruenoOp

Trueno equivalent operation

Enums

NumPyOp

NumPy operation types