+
    ʇi=J              
          R t ^ RIHt ^ RIt^ RIHu Ht ^ RI	H
t
 ^ RIHtHtHtHt ]P                   ! ^.4      t]P                   ! ^ ^.4      t]P                   ! . RO4      t]P                   ! . RO4      t]P                   ! . RO4      t]P                   ! . RO4      t]P                   ! . RO4      t]P                   ! . RO4      t]P                   ! . R O4      t]P                   ! . R!O4      t]]]]]]]]]].
tR t ! R R4      t ! R R	4      t ! R
 R4      t ! R R4      t  ! R R4      t! ! R R4      t" ! R R4      t# ! R R4      t$ ! R R4      t% ! R R4      t&R# )"zTests for hermite_e module.

)reduceN)polyval)assert_assert_almost_equalassert_equalassert_raisesc                 2    \         P                  ! V R R7      # )gư>)tol)herme	hermetrimxs   &z/Users/max/.openclaw/workspace/postharvest/merge_env/lib/python3.14/site-packages/numpy/polynomial/tests/test_hermite_e.pytrimr      s    ??1$''    c                   8   a  ] tR t^t o R tR tR tR tRtV t	R# )TestConstantsc                >    \        \        P                  R^.4       R#    N)r   r
   hermedomainselfs   &r   test_hermedomainTestConstants.test_hermedomain   s    U&&Q0r   c                <    \        \        P                  ^ .4       R#     N)r   r
   	hermezeror   s   &r   test_hermezeroTestConstants.test_hermezero"   s    U__qc*r   c                <    \        \        P                  ^.4       R# r   N)r   r
   hermeoner   s   &r   test_hermeoneTestConstants.test_hermeone%   s    U^^aS)r   c                >    \        \        P                  ^ ^.4       R# r   )r   r
   hermexr   s   &r   test_hermexTestConstants.test_hermex(   s    U\\Aq6*r    N)
__name__
__module____qualname____firstlineno__r   r    r%   r)   __static_attributes____classdictcell____classdict__s   @r   r   r      s     1+*+ +r   r   c                   l   a  ] tR t^,t o ]P
                  ! R	^^d4      tR tR tR t	R t
R tR tRtV tR# )
TestArithmeticc                   \        ^4       F  p\        ^4       F  pRV RV 2p\        P                  ! \        W4      ^,           4      pWA;;,          ^,          uu&   WB;;,          ^,          uu&   \        P
                  ! ^ .V,          ^.,           ^ .V,          ^.,           4      p\        \        V4      \        V4      VR7       K  	  K  	  R#    At i=z, j=err_msgN)rangenpzerosmaxr
   hermeaddr   r   r   ijmsgtgtress   &     r   test_hermeaddTestArithmetic.test_hermeadd/       qA1XaSQC(hhs1y1}-!!nnaS1Ws]QC!GqcMBT#YS	3?  r   c                   \        ^4       F  p\        ^4       F  pRV RV 2p\        P                  ! \        W4      ^,           4      pWA;;,          ^,          uu&   WB;;,          ^,          uu&   \        P
                  ! ^ .V,          ^.,           ^ .V,          ^.,           4      p\        \        V4      \        V4      VR7       K  	  K  	  R# r7   )r<   r=   r>   r?   r
   hermesubr   r   rA   s   &     r   test_hermesubTestArithmetic.test_hermesub9   rI   r   c                P   \        \        P                  ! ^ .4      ^ .4       \        \        P                  ! ^.4      ^ ^.4       \        ^^4       FP  p^ .V,          ^.,           p^ .V^,
          ,          V^ ^.,           p\        \        P                  ! V4      V4       KR  	  R# r   )r   r
   	hermemulxr<   )r   rB   serrE   s   &   r   test_hermemulxTestArithmetic.test_hermemulxC   s    U__aS)A3/U__aS)Aq62q!A#'QC-C#Q-1a)+C-s3 r   c                
   \        ^4       F  p^ .V,          ^.,           p\        P                  ! V P                  V4      p\        ^4       F  pRV RV 2p^ .V,          ^.,           p\        P                  ! V P                  V4      p\        P                  ! W&4      p\        P                  ! V P                  V4      p	\        \        V4      W,           ^,           8H  V4       \        WV,          VR7       K  	  K  	  R# r7   )r<   r
   hermevalr   hermemulr   lenr   )
r   rB   pol1val1rC   rD   pol2val2pol3val3s
   &         r   test_hermemulTestArithmetic.test_hermemulK   s    qA37aS=D>>$&&$/D1XaSQC(sQw!}~~dffd3~~d1~~dffd3D	QUQY.4#D+sC  r   c                   \        ^4       F  p\        ^4       F  pRV RV 2p^ .V,          ^.,           p^ .V,          ^.,           p\        P                  ! WE4      p\        P                  ! Wd4      w  rx\        P                  ! \        P                  ! Wt4      V4      p	\        \        V	4      \        V4      VR7       K  	  K  	  R# r7   )r<   r
   r@   hermedivrU   r   r   )
r   rB   rC   rD   cicjrE   quoremrF   s
   &         r   test_hermedivTestArithmetic.test_hermedivY   s    qA1XaSQC(S1Ws]S1Ws]nnR, >>#2nnU^^C%<cBT#YS	3?  r   c           	     t   \        ^4       F  p\        ^4       F  pRV RV 2p\        P                  ! V^,           4      p\        \        P
                  V.V,          \        P                  ! ^.4      4      p\        P                  ! WB4      p\        \        V4      \        V4      VR7       K  	  K  	  R# r7   )
r<   r=   aranger   r
   rU   arrayhermepowr   r   )r   rB   rC   rD   crE   rF   s   &      r   test_hermepowTestArithmetic.test_hermepowd   s    qA1XaSQC(IIa!e$U^^aS1WbhhsmDnnQ*T#YS	3?  r   r+   N)r,   r-   r.   r/   r=   linspacer   rG   rL   rQ   r]   re   rl   r0   r1   r2   s   @r   r5   r5   ,   s@     
B3A@@4D	@@ @r   r5   c                      a  ] tR t^nt o ]P
                  ! . R
O4      t]P                  ! R]]4      t]P                  ! R]]]4      t	]P                  P                  R4      ^,          ^,
          t]! ]. RO4      tR tR tR tR tR tRtV tR	# )TestEvaluationi,j->ij
i,j,k->ijkc                   \        \        P                  ! . ^.4      P                  ^ 4       \        P
                  ! R^4      p\         Uu. uF  p\        W4      NK  	  pp\        ^
4       FD  pRV 2pW4,          p\        P                  ! V^ .V,          ^.,           4      p\        WvVR7       KF  	  \        ^4       F  p^.V,          p\        P                  ! V4      p\        \        P                  ! V^.4      P                  V4       \        \        P                  ! V^^ .4      P                  V4       \        \        P                  ! V. RO4      P                  V4       K  	  R# u upi )r   r9   r:   Nr   )r   r   r   )r   r
   rT   sizer=   ro   Helistr   r<   r   r>   shape)	r   r   rk   yrB   rD   rE   rF   dimss	   &        r   test_hermevalTestEvaluation.test_hermevalx   s   U^^B,1115 KKA$*+FqWQ]F+rA!+C$C..QC!GqcM2C#6	  qA37DAA3/55t<Aq6288$?95;;TB  ,s   E/c                   V P                   w  rpV P                  w  rEp\        \        \        P
                  WR ,          V P                  4       WE,          p\        P
                  ! WV P                  4      p\        W4       \        P                  ! R4      p	\        P
                  ! WV P                  4      p\        VP                  R8H  4       R# :N   NNr~      )r   rx   r   
ValueErrorr
   
hermeval2dc2dr   r=   onesr   rw   
r   x1x2x3y1y2y3rE   rF   zs
   &         r   test_hermeval2dTestEvaluation.test_hermeval2d   s    VV
VV
 	j%"2"2B2I grtxx0C% GGFOqTXX.		V#$r   c                   V P                   w  rpV P                  w  rEp\        \        \        P
                  WVR ,          V P                  4       WE,          V,          p\        P
                  ! WW0P                  4      p\        W4       \        P                  ! R4      p	\        P
                  ! WWP                  4      p\        VP                  R8H  4       R# r}   )r   rx   r   r   r
   
hermeval3dc3dr   r=   r   r   rw   r   s
   &         r   test_hermeval3dTestEvaluation.test_hermeval3d   s    VV
VV
 	j%"2"2BBrFDHHM glrr884C% GGFOqQ1		V#$r   c                f   V P                   w  rpV P                  w  rEp\        P                  ! R WE4      p\        P
                  ! WV P                  4      p\        W4       \        P                  ! R4      p	\        P
                  ! WV P                  4      p\        VP                  R8H  4       R# )rr   Nr   )r~   r   r~   r   )r   rx   r=   einsumr
   hermegrid2dr   r   r   r   rw   r   s
   &         r   test_hermegrid2dTestEvaluation.test_hermegrid2d   s    VV
VV
 ii	2*1C% GGFOdhh/		Z'(r   c                h   V P                   w  rpV P                  w  rEp\        P                  ! R WEV4      p\        P
                  ! WW0P                  4      p\        W4       \        P                  ! R4      p	\        P
                  ! WWP                  4      p\        VP                  R8H  4       R# )rs   Nr   )r~   r   r~   r   r~   r   )r   rx   r=   r   r
   hermegrid3dr   r   r   r   rw   r   s
   &         r   test_hermegrid3dTestEvaluation.test_hermegrid3d   s    VV
VV
 iibb1HH5C% GGFOa2		Z'(r   r+   N)g      @       @      @r   r8   )g      ?r   r   )r,   r-   r.   r/   r=   ri   c1dr   r   r   randomr   r   rx   rz   r   r   r   r   r0   r1   r2   s   @r   rq   rq   n   s     
((<
 C
))IsC
(C
))L#sC
0C 			 1$q(A< AC*%"%")) )r   rq   c                   ,   a  ] tR t^t o R tR tRtV tR# )TestIntegralc                   \        \        \        P                  ^ .R4       \        \        \        P                  ^ .R4       \        \        \        P                  ^ .^^ ^ .4       \        \        \        P                  ^ .^ .R7       \        \        \        P                  ^ .^ .R7       \        \        \        P                  ^ .RR7       \        ^^4       FC  p^ .V^,
          ,          ^.,           p\        P                  ! ^ .WR7      p\        V^ ^.4       KE  	  \        ^4       F  pV^,           p^ .V,          ^.,           pV.^ .V,          ,           ^V,          .,           p\        P                  ! V4      p\        P                  ! V^V.R7      p\        P                  ! V4      p\        \        V4      \        V4      4       K  	  \        ^4       Fp  pV^,           p^ .V,          ^.,           p\        P                  ! V4      p\        P                  ! V^V.RR7      p\        \        P                  ! RV4      V4       Kr  	  \        ^4       F  pV^,           p^ .V,          ^.,           pV.^ .V,          ,           ^V,          .,           p\        P                  ! V4      p\        P                  ! V^V.^R7      p\        P                  ! V4      p\        \        V4      \        V4      4       K  	  \        ^4       F  p\        ^^4       F}  p	^ .V,          ^.,           pVR,          p\        V	4       F  p\        P                  ! V^R	7      pK  	  \        P                  ! WYR	7      p\        \        V4      \        V4      4       K  	  K  	  \        ^4       F  p\        ^^4       F  p	^ .V,          ^.,           pVR,          p\        V	4       F  p\        P                  ! V^V.R7      pK  	  \        P                  ! WY\        \        V	4      4      R7      p\        \        V4      \        V4      4       K  	  K  	  \        ^4       F  p\        ^^4       F  p	^ .V,          ^.,           pVR,          p\        V	4       F  p\        P                  ! V^V.RR7      pK   	  \        P                  ! WY\        \        V	4      4      RR7      p\        \        V4      \        V4      4       K  	  K  	  \        ^4       F  p\        ^^4       F  p	^ .V,          ^.,           pVR,          p\        V	4       F  p\        P                  ! V^V.^R7      pK   	  \        P                  ! WY\        \        V	4      4      ^R7      p\        \        V4      \        V4      4       K  	  K  	  R
# )r         ?)lbnd)sclaxis)mk)r   r   r   )r   r   r   NNNr   Nr   )r   	TypeErrorr
   hermeintr   r<   r   
poly2herme
herme2polyr   rT   list)
r   rB   r   rF   r   polrE   hermepolr   rC   s
   &         r   test_hermeintTestIntegral.test_hermeint   s]   i!b9j%..1#r:j%..1#q1a&Aj%..1#QC@j%..1#A3?i!2> q!Aq1u#A..!/CaV,  qAa%C#'QC-C#a-1s7)+C'',H~~h!s;H""8,CS	495  qAa%C#'QC-C'',H~~h!sDHr8 <a@  qAa%C#'QC-C#a-1s7)+C'',H~~h!sBH""8,CS	495  qA1a[cAgm!fqA..2C "nnS.#DItCy9 !  qA1a[cAgm!fqA..aS9C "nnSeAh@#DItCy9 !  qA1a[cAgm!fqA..aSrBC "nnSeAhbI#DItCy9 !  qA1a[cAgm!fqA..aSa@C "nnSeAhQG#DItCy9 ! r   c           
        \         P                  P                  R4      p\         P                  ! VP                   Uu. uF  p\        P
                  ! V4      NK  	  up4      P                  p\        P
                  ! V^ R7      p\        WC4       \         P                  ! V Uu. uF  p\        P
                  ! V4      NK  	  up4      p\        P
                  ! V^R7      p\        WC4       \         P                  ! V Uu. uF  p\        P
                  ! V^R7      NK  	  up4      p\        P
                  ! V^^R7      p\        WC4       R# u upi u upi u upi )r   r   )r   )r   r   Nr      )r=   r   vstackTr
   r   r   r   r   rk   rE   rF   s   &    r   test_hermeint_axisTestIntegral.test_hermeint_axis!  s    iiv&iiCEE:Eq*E:;==nnSq)C%iiC8Cq*C89nnSq)C%ii=AQ/=>nnSAA.C% ; 9 >s   E%E!Er+   N)r,   r-   r.   r/   r   r   r0   r1   r2   s   @r   r   r      s     Q:f& &r   r   c                   ,   a  ] tR tRt o R tR tRtV tR# )TestDerivativei2  c           
     J   \        \        \        P                  ^ .R4       \        \        \        P                  ^ .R4       \        ^4       FK  p^ .V,          ^.,           p\        P                  ! V^ R7      p\        \        V4      \        V4      4       KM  	  \        ^4       Fs  p\        ^^4       F`  p^ .V,          ^.,           p\        P                  ! \        P                  ! W$R7      VR7      p\        \        V4      \        V4      4       Kb  	  Ku  	  \        ^4       Fu  p\        ^^4       Fb  p^ .V,          ^.,           p\        P                  ! \        P                  ! W$^R7      VRR7      p\        \        V4      \        V4      4       Kd  	  Kw  	  R# )r   r   r   )r   r   Nr   )
r   r   r
   hermederr   r<   r   r   r   r   )r   rB   rE   rF   rC   s   &    r   test_hermederTestDerivative.test_hermeder4  s-   i!b9j%..1#r: qA#'QC-C..*CcDI.  qA1a[cAgmnnU^^C%=C#DItCy9 !  qA1a[cAgmnnNN33qbB#DItCy9	 ! r   c                   \         P                  P                  R4      p\         P                  ! VP                   Uu. uF  p\        P
                  ! V4      NK  	  up4      P                  p\        P
                  ! V^ R7      p\        WC4       \         P                  ! V Uu. uF  p\        P
                  ! V4      NK  	  up4      p\        P
                  ! V^R7      p\        WC4       R# u upi u upi )r   r   Nr   )r=   r   r   r   r
   r   r   r   s   &    r   test_hermeder_axis!TestDerivative.test_hermeder_axisN  s    iiv&iiCEE:Eq*E:;==nnSq)C%iiC8Cq*C89nnSq)C% ; 9s   C0%C5r+   N)r,   r-   r.   r/   r   r   r0   r1   r2   s   @r   r   r   2  s     :4
& 
&r   r   c                      a  ] tR tRt o ]P
                  P                  R4      ^,          ^,
          tR tR tR t	Rt
V tR# )
TestVanderi[  c                `   \         P                  ! ^4      p\        P                  ! V^4      p\	        VP
                  R8H  4       \        ^4       F>  p^ .V,          ^.,           p\        VRV3,          \        P                  ! W4      4       K@  	  \         P                  ! ^^.^^.^^..4      p\        P                  ! V^4      p\	        VP
                  R8H  4       \        ^4       F>  p^ .V,          ^.,           p\        VRV3,          \        P                  ! W4      4       K@  	  R# )r   .Nr   )r   r~   r   )
r=   rh   r
   hermevanderr   rw   r<   r   rT   ri   )r   r   vrB   coefs   &    r   test_hermevanderTestVander.test_hermevander_  s    IIaLa#6!"qA37aS=D#q&	5>>!+BC 
 HHq!fq!fq!f-.a#9$%qA37aS=D#q&	5>>!+BC r   c                   V P                   w  rp\        P                  P                  R4      p\        P                  ! W^^.4      p\        P
                  ! WV4      p\        P                  ! WTP                  4      p\        Wv4       \        P                  ! V.V.^^.4      p\        VP                  R8H  4       R# )r~   Nr   )r   r8      )r   r=   r   r
   hermevander2dr   dotflatr   r   rw   r   r   r   r   rk   vanrE   rF   s   &       r   test_hermevander2dTestVander.test_hermevander2dp  s    VV
IIV$!!"1a&1rq)ffS&&!C% !!2$q!f5		Y&'r   c                   V P                   w  rp\        P                  P                  R4      p\        P                  ! WV. RO4      p\        P
                  ! WW44      p\        P                  ! WTP                  4      p\        Wv4       \        P                  ! V.V.V.. RO4      p\        VP                  R8H  4       R# )r~   N)r~   r   r   )r   r~   r   )r   r8      )r   r=   r   r
   hermevander3dr   r   r   r   r   rw   r   s   &       r   test_hermevander3dTestVander.test_hermevander3d}  s    VV
IIY'!!""i8rr-ffS&&!C% !!2$rdI>		Z'(r   r+   Nr   )r,   r-   r.   r/   r=   r   r   r   r   r   r0   r1   r2   s   @r   r   r   [  s8     
		 1$q(AD"() )r   r   c                   &   a  ] tR tRt o R tRtV tR# )TestFittingi  c           	     T   R  pR p\        \        \        P                  ^.^.R4       \        \        \        P                  ^..^.^ 4       \        \        \        P                  . ^.^ 4       \        \        \        P                  ^.^...^ 4       \        \        \        P                  ^^.^.^ 4       \        \        \        P                  ^.^^.^ 4       \        \        \        P                  ^.^.^ ^..R7       \        \        \        P                  ^.^.^ ^^.R7       \        \        \        P                  ^.^.R.4       \        \        \        P                  ^.^.. RO4       \        \        \        P                  ^.^.. 4       \
        P                  ! ^ ^4      pV! V4      p\        P                  ! W4^4      p\        \        V4      ^4       \        \        P                  ! W54      V4       \        P                  ! W4. RO4      p\        \        V4      ^4       \        \        P                  ! W54      V4       \        P                  ! W4^4      p\        \        V4      ^4       \        \        P                  ! W64      V4       \        P                  ! W4. R	O4      p\        \        V4      ^4       \        \        P                  ! W64      V4       \        P                  ! W4. R
O4      p\        \        V4      ^4       \        \        P                  ! W64      V4       \        P                  ! V\
        P                  ! WD.4      P                  ^4      p\        V\
        P                  ! WU.4      P                  4       \        P                  ! V\
        P                  ! WD.4      P                  . RO4      p\        V\
        P                  ! WU.4      P                  4       \
        P                  ! V4      pVP                  4       p	^VR&   ^ VR&   \        P                  ! W9^VR7      p
\        W4       \        P                  ! W9. ROVR7      p
\        W4       \        P                  ! V\
        P                  ! W.4      P                  ^VR7      p\        V\
        P                  ! WU.4      P                  4       \        P                  ! V\
        P                  ! W.4      P                  . ROVR7      p\        V\
        P                  ! WU.4      P                  4       . ROp\        \        P                  ! W3^4      ^ ^.4       \        \        P                  ! W3^ ^.4      ^ ^.4       \
        P                  ! R^4      pV! V4      p\        P                  ! W4^4      p\        \        P                  ! W<4      V4       \        P                  ! W4. RO4      p\        \        P                  ! W=4      V4       \        W4       R# )c                 <    W ^,
          ,          V ^,
          ,          # )r   r+   r   s   &r   f$TestFitting.test_hermefit.<locals>.f  s    A;!a%((r   c                 >    V ^,          V ^,          ,           ^,           # )r   r+   r   s   &r   f2%TestFitting.test_hermefit.<locals>.f2  s    a4!Q$;?"r   )wr   Nr~   :r   Nr~   Nr   )r~   r   r   )r   r   r~   r   )r   r   r~   r   r   )r~   r   r   r   r   )r   y              ?r   y             )r   r~   r   )r   r   r
   hermefitr   r=   ro   r   rV   r   rT   ri   r   
zeros_likecopy)r   r   r   r   rx   coef3coef4coef2dr   ywwcoef3wcoef2dcoef1coef2s   &             r   test_hermefitTestFitting.test_hermefit  s;   	)	# 	j%..1#sB?i1#Q?iaS!<i!ugqAi!Q!a@i!q!fa@i!qc1!Fi!qc1AGj%..1#sREBj%..1#sJGi!qc2> KK1aDqQ'SZ#ENN14a8q\2SZ#ENN14a8qQ'SZ#ENN14a8q_5SZ#ENN14a8q_5SZ#ENN14a8288QF#3#5#5q9FBHHe^$<$>$>?288QF#3#5#5|DFBHHe^$<$>$>?MM!VVX$$qA.F*|q9F*..BHHbX$6$8$8!qAGRXXun%=%?%?@..BHHbX$6$8$8,!LGRXXun%=%?%?@ ENN13aV<ENN1!Q81a&AKKAqEqQ'ENN14a8qY/ENN14a8E)r   r+   N)r,   r-   r.   r/   r   r0   r1   r2   s   @r   r   r     s     H* H*r   r   c                   2   a  ] tR tRt o R tR tR tRtV tR# )TestCompanioni  c                    \        \        \        P                  . 4       \        \        \        P                  ^.4       R# r#   )r   r   r
   hermecompanionr   s   &r   test_raisesTestCompanion.test_raises  s(    j%"6"6;j%"6"6<r   c                    \        ^^4       FB  p^ .V,          ^.,           p\        \        P                  ! V4      P                  W38H  4       KD  	  R# r#   )r<   r   r
   r   rw   )r   rB   r   s   &  r   test_dimensionsTestCompanion.test_dimensions  sC    q!A37aS=DE((.44>? r   c                \    \        \        P                  ! ^^.4      R,          R8H  4       R# )r   N)r   r         )r   r
   r   r   s   &r   test_linear_rootTestCompanion.test_linear_root  s#    $$aV,T2c9:r   r+   N)	r,   r-   r.   r/   r   r   r  r0   r1   r2   s   @r   r   r     s     =@
; ;r   r   c                   &   a  ] tR tRt o R tRtV tR# )	TestGaussi  c                   \         P                  ! ^d4      w  r\         P                  ! V^c4      p\        P                  ! VP
                  V,          V4      p^\        P                  ! VP                  4       4      ,          pVR,          V,          V,          p\        V\        P                  ! ^d4      4       \        P                  ! ^\        P                  ,          4      p\        VP                  4       V4       R# )d   N)r   N)r
   
hermegaussr   r=   r   r   sqrtdiagonalr   eyepisum)r   r   r   r   vvvdrE   s   &      r   test_100TestGauss.test_100  s    $
 a$VVACC!GQ''[2"Bs, gga"%%i AEEGS)r   r+   N)r,   r-   r.   r/   r  r0   r1   r2   s   @r   r  r    s     * *r   r  c                   J   a  ] tR tRt o R tR tR tR tR tR t	R t
R	tV tR
# )TestMisci  c           	         \         P                  ! . 4      p\        \        V4      ^.4       \	        ^^4       F  p\
        P                  ! \
        P                  ! \
        P                  ) ^ ^V,          ^,           4      R,          4      p\         P                  ! V4      p\         P                  ! W44      p^ p\        \        V4      V^,           8H  4       \        \         P                  ! V4      R,          ^4       \        W4       K  	  R# )r   r   Nr   )r
   hermefromrootsr   r   r<   r=   cosro   r  rT   r   rV   r   )r   rF   rB   rootsr   rE   s   &     r   test_hermefromrootsTestMisc.test_hermefromroots  s    ""2&DIs+q!AFF2;;vq!a%!)<TBCE&&u-C..,CCCHA%& 0 0 5b 91=) r   c                t   \        \        P                  ! ^.4      . 4       \        \        P                  ! ^^.4      R.4       \        ^^4       Fc  p\        P
                  ! R^V4      p\        P                  ! \        P                  ! V4      4      p\        \        V4      \        V4      4       Ke  	  R# r   )r   r
   
hermerootsr<   r=   ro   r  r   )r   rB   rE   rF   s   &   r   test_hermerootsTestMisc.test_hermeroots  s    E,,aS126E,,aV4rd;q!A++b!Q'C""5#7#7#<=CS	495 r   c                    . ROp\        \        \        P                  VR4       \	        \        P                  ! V4      VRR 4       \	        \        P                  ! V^4      VRR 4       \	        \        P                  ! V^4      ^ .4       R# )r~   Nr   )r~   r   r   r   rn   )r   r   r
   r   r   )r   r   s   & r   test_hermetrimTestMisc.test_hermetrim  sh     	j%//4< 	U__T*D"I6U__T1-tCRy9U__T1-s3r   c                L    \        \        P                  ! ^^4      ^^.4       R# )r   N)r   r
   	hermeliner   s   &r   test_hermelineTestMisc.test_hermeline  s    U__Q*QF3r   c                    \        ^
4       F>  p\        \        P                  ! ^ .V,          ^.,           4      \        V,          4       K@  	  R# 
   N)r<   r   r
   r   rv   r   rB   s   & r   test_herme2polyTestMisc.test_herme2poly  s5    rA 0 0!qA3 ?K r   c                    \        ^
4       F>  p\        \        P                  ! \        V,          4      ^ .V,          ^.,           4       K@  	  R# r%  )r<   r   r
   r   rv   r'  s   & r   test_poly2hermeTestMisc.test_poly2herme"  s5    rA 0 0 ;aS1Ws]K r   c                    \         P                  ! R^^4      p\         P                  ! RV^,          ,          4      p\        P                  ! V4      p\        W24       R# )r8   Nr   )r=   ro   expr
   hermeweightr   )r   r   rE   rF   s   &   r   test_weightTestMisc.test_weight&  sB    KKAr"ffS1a4Z "C%r   r+   N)r,   r-   r.   r/   r  r  r  r"  r(  r+  r1  r0   r1   r2   s   @r   r  r    s/     
*6	44LL& &r   r  )r   r   r   )r   rn   r   r   )r   r   ir   r   )r      r   ir   r   )r   -   r   r4  r   r   )r   ir   i   r   ir   r   )	r6  r   i\r      r   ir   r   )
r   i  r   ir   iz  r   ir   r   )'__doc__	functoolsr   numpyr=   numpy.polynomial.hermite_e
polynomial	hermite_er
   numpy.polynomial.polynomialr   numpy.testingr   r   r   r   ri   He0He1He2He3He4He5He6He7He8He9rv   r   r   r5   rq   r   r   r   r   r   r  r  r+   r   r   <module>rJ     sI     * * / S Shhsmhh1vhhzhh}hh hh$%hh)*hh./hh34hh78
sCc3S#s	;(+ +?@ ?@D[) [)|c& c&L&& &&R-) -)`J* J*Z; ;* *&0& 0&r   