I suppose that to do what you want one must fix
http://code.google.com/p/sympy/issues/detail?id=2759 as Aaron said.

On 10 January 2012 10:57, [email protected] <
[email protected]> wrote:

>
>
> On 10 January 2012 10:26, John B <[email protected]> wrote:
>
>> On Jan 9, 6:42 am, Matthew <[email protected]> wrote:
>> > You could do the above by explicitly making a scalar symbol for each
>> > of x[0], x[1], ...
>> >
>> Hello Matthew.  I realize I could use a scalar for each x[i], but I
>> was looking for a way to use only the vector symbol x[i].  It makes
>> the results of differentiation much more tidy, especially when f has
>> many terms.  You can do this in Mathematica and it is a nice feature.
>> In my example, f = Sum(5*x[i]**2, (i,0,n)), x[i] is a vector.  In
>> Mathematica you can also symbolically differentiate with matrices.
>> For example, you can take the derivative of  f = Sum(5*x[i,j]**2, (i,
>> 0,n)) and obtain the symbolic result:
>> df/dx = Sum(10*x[i,j], (i,0,n))
>>
> I don't understand that last result. I looked up the definition of matrix
> derivative in wikipedia but the article is disputed and the definition is
> not complete. Could you show me some resource where the definition and
> usecases are shown?
>
> Back to your question. I don't think there is a direct way to do this with
> sympy at the moment. But...
>
> There is DeferredVector that with some work can be extended to do this.
> But I don't think that the idea behind it was to do that. (The others
> should correct me if I'm wrong)
>
> On the other hand there was the demand for a MatrixSymbol class. I suppose
> that is the way to do what you want but this is not yet implemented. If you
> think that it covers what you want to do you may add to the discussion on
> the wiki page https://github.com/sympy/sympy/wiki/Matrix-Expressions
>
> I also saw that the tensor analysis is supposed to do the same thing
> (according to wikipedia). There is a tensor module (but it's actually just
> objects with index, not real tensors (please correct me if I'm wrong on
> this)). It seems to me it's used mainly for code generation so I'm not sure
> if it's the best tool for this problem. Finally there is the GA module that
> is frequently mentioned in this type of discussions. But the formalism
> presented by it is quite different even if it is equivalent.
>
>
>> John
>>
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