+ LV-j j^RIt^RIHt^RIHt^RIHt^RIH t H t H tRt RtRtR t R tR tR#) N) LinAlgError)dgesv)_monomial_powers_impl) _build_system_build_evaluation_coefficients_polynomial_matrixc \WW#WEV4#N)&_pythran_build_evaluation_coefficients)xykernelepsilonpowersshiftscalexps&&&&&&&&p/Volumes/fast/ai/experiments/ui-tars-smoke/.venv/lib/python3.14/site-packages/scipy/interpolate/_rbfinterp_np.pyrrs 2 fve c\W4#r )_pythran_polynomial_matrix)r rrs&&&rpolynomial_matrixrs %a 00rc\W4p\P!V\PR7p\ V4^8XdVP ^V4pV#))dtype)rnpasarrayint64lenreshape)ndimdegreerouts&&& r_monomial_powersr#s@  -C **S )C 3x1}kk!T" Jrc\WW#WE4#r )_pythran_build_system)r d smoothingrrrrs&&&&&&&rrr!s y' JJrc j\WW#WEV4wrxr\WxRRR7wrp V ^8d\RV ) R24hV ^8dpRpVP^,pV^8dI\ W , V , WV4p\ P PV4pVV8d RV RV R2p\V4hWV 3#) aBuild and solve the RBF interpolation system of equations. Parameters ---------- y : (P, N) float ndarray Data point coordinates. d : (P, S) float ndarray Data values at `y`. smoothing : (P,) float ndarray Smoothing parameter for each data point. kernel : str Name of the RBF. epsilon : float Shape parameter. powers : (R, N) int ndarray The exponents for each monomial in the polynomial. Returns ------- coeffs : (P + R, S) float ndarray Coefficients for each RBF and monomial. shift : (N,) float ndarray Domain shift used to create the polynomial matrix. scale : (N,) float ndarray Domain scaling used to create the polynomial matrix. T) overwrite_a overwrite_bzThe z"-th argument had an illegal value.zSingular matrix.zqSingular matrix. The matrix of monomials evaluated at the data point coordinates does not have full column rank (/z).) rr ValueErrorshaperrlinalg matrix_rankr)r r&r'rrrrlhsrhsrr_coeffsinfomsgnmonospmatranks&&&&&&& r_build_and_solve_systemr9%s8+ i" CesTtLAq$ ax4w&HIJJ  a A:$ai%6CD99((.Df}!F!F82/ #  rc .\WW#WEWh4p W,#r )r) r r rrrrrr3rvecs &&&&&&&&& rcompute_interpolationr<Xs ( fve C <r)numpyr numpy.linalgrscipy.linalg.lapackr_rbfinterp_commonr_rbfinterp_pythranrr%rr rrrr#r9r<rrrCs;$%41K1 fr