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from typing import Final from typing import Literal as L import numpy as np from numpy._typing._ufunc import _GUFunc_Nin2_Nout1 __version__: Final[str] = ... _ilp64: Final[bool] = ... ### # 1 -> 1 # (m,m) -> () det: Final[np.ufunc] = ... # (m,m) -> (m) cholesky_lo: Final[np.ufunc] = ... cholesky_up: Final[np.ufunc] = ... eigvals: Final[np.ufunc] = ... eigvalsh_lo: Final[np.ufunc] = ... eigvalsh_up: Final[np.ufunc] = ... # (m,m) -> (m,m) inv: Final[np.ufunc] = ... # (m,n) -> (p) qr_r_raw: Final[np.ufunc] = ... svd: Final[np.ufunc] = ... ### # 1 -> 2 # (m,m) -> (), () slogdet: Final[np.ufunc] = ... # (m,m) -> (m), (m,m) eig: Final[np.ufunc] = ... eigh_lo: Final[np.ufunc] = ... eigh_up: Final[np.ufunc] = ... ### # 2 -> 1 # (m,n), (n) -> (m,m) qr_complete: Final[_GUFunc_Nin2_Nout1[L["qr_complete"], L[2], None, L["(m,n),(n)->(m,m)"]]] = ... # (m,n), (k) -> (m,k) qr_reduced: Final[_GUFunc_Nin2_Nout1[L["qr_reduced"], L[2], None, L["(m,n),(k)->(m,k)"]]] = ... # (m,m), (m,n) -> (m,n) solve: Final[_GUFunc_Nin2_Nout1[L["solve"], L[4], None, L["(m,m),(m,n)->(m,n)"]]] = ... # (m,m), (m) -> (m) solve1: Final[_GUFunc_Nin2_Nout1[L["solve1"], L[4], None, L["(m,m),(m)->(m)"]]] = ... ### # 1 -> 3 # (m,n) -> (m,m), (p), (n,n) svd_f: Final[np.ufunc] = ... # (m,n) -> (m,p), (p), (p,n) svd_s: Final[np.ufunc] = ... ### # 3 -> 4 # (m,n), (m,k), () -> (n,k), (k), (), (p) lstsq: Final[np.ufunc] = ...