nabled-ml 0.0.4

ML-oriented algorithms built on ndarray-native nabled primitives
Documentation

nabled-ml

ML-oriented numerical algorithms built on ndarray-native nabled primitives.

nabled-ml includes:

  1. Iterative solvers.
  2. Optimization routines.
  3. Numerical Jacobian/gradient/Hessian helpers.
  4. PCA and regression.
  5. Statistical utilities.

Install

[dependencies]
nabled-ml = "0.0.4"

Optional Features

  1. blas: forwards BLAS support into nabled-linalg.
  2. openblas-system: enables provider-backed LAPACK paths via system OpenBLAS.
  3. openblas-static: enables provider-backed LAPACK paths via statically linked OpenBLAS.
  4. netlib-system: enables provider-backed LAPACK paths via system Netlib LAPACK.
  5. netlib-static: enables provider-backed LAPACK paths via statically linked Netlib LAPACK.

Note: provider requirements depend on backend choice. Static features (openblas-static, netlib-static) require native build toolchains such as gcc, gfortran, and make, and netlib-system requires a system LAPACK/Fortran runtime available to the linker.

[dependencies]
nabled-ml = { version = "0.0.4", features = ["openblas-system"] }

Docs

  1. API docs: https://docs.rs/nabled-ml
  2. Workspace repo: https://github.com/MontOpsInc/nabled