HI Minh Nguyen"!

> I got this far:
>
> ----------------------------------------------------------------------
> | Sage Version 4.1, Release Date: 2009-07-09                         |
> | Type notebook() for the GUI, and license() for information.        |
> ----------------------------------------------------------------------
> sage: import numpy as np
> sage: import scipy.optimize
> sage: x = np.arange(0, 3.0, 0.25)
> sage: y = np.array([0.0, 0.3066, 1.2263, 2.7591, 4.9050, 7.6641,
> 11.0363, 15.0216, 19.6200, 24.8316, 30.6562, 37.0941], dtype=float)
> sage: def residuals(p, x, y):
> ....:     k, degree = p
> ....:     err = y -(k*(x^degree))
> ....:     return err
> ....:
> sage: pinit = [4.0, 3]
> sage: scipy.optimize.leastsq(residuals, pinit, args=(x,y))
> ---------------------------------------------------------------------------
> TypeError                                 Traceback (most recent call last)
>
> /home/mvngu/.sage/temp/sage.math.washington.edu/28595/_home_mvngu__sage_init_sage_0.py
> in <module>()
>
> /usr/local/sage/local/lib/python2.6/site-packages/scipy/optimize/minpack.pyc
> in leastsq(func, x0, args, Dfun, full_output, col_deriv, ftol, xtol,
> gtol, maxfev, epsfcn, factor, diag, warning)
>     268         if (maxfev == 0):
>     269             maxfev = 200*(n+1)
> --> 270         retval =
> _minpack._lmdif(func,x0,args,full_output,ftol,xtol,gtol,maxfev,epsfcn,factor,diag)
>     271     else:
>     272         if col_deriv:
>
> TypeError: array cannot be safely cast to required type
>
> As mentioned at the thread
>
> http://groups.google.com/group/sage-devel/browse_thread/thread/fd1414514c5d83b2
>
> the problem is that at the moment there is little support for
> automatic data conversion between NumPy and Sage. Here are some
> tickets to make this happen:
>
> #6497
> http://trac.sagemath.org/sage_trac/ticket/6497
>
> #5081
> http://trac.sagemath.org/sage_trac/ticket/5081
>
> #6506
> http://trac.sagemath.org/sage_trac/ticket/6506
>
>   

ok, I got it, I will have a look to that. I guess this might be a good 
occasion to contribute to the Sage code. I will have a look to the 
developers guide.

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