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Many textbooks have altered significantly the original axioms of
Quantum Mechanics, of Dirac and von Neumann. (Weyl has
priority but only had five axioms, the famous 'reduction/collapse of
the wave packet' did not occur to him or Schr\"odinger.)
But in their classic books they did not list them separately
or all in the same place. You can find them in my paper on
The Axiomatisation of Physics, at
http://arxiv.org/abs/0705.2554
on p. 10.
I still think Dirac is the best introductory text on QM, but
he pays zero attention to the philosophical issues that
interest people. He also never mentioned parity invariance,
and when parity was found to be broken, and he was asked
what he thought about it, he replied "I said nothing about it
in my book."
So after reading the list of the axioms, the best place to
go to understand them is the first three chapters of Dirac.
You can learn all sorts of things from Dirac...what an integral
is, what diagonalisation of a matrix is, the spectral theorem...
To give you my own thoughts on the answer to the second half of
your question, and they might be controversial, it is clear
that time is a fundamental concept in these axioms, as Fredrik
said clearly (this is not controversial). Also, time plays
a seemingly different role from space (this seems to many
to be a blemish since the QM is not manifestly relativistic,
even when you formulate a relativistic QM it doesn't "look"
relativistic when you use the familiar kind of axioms).
But the space position and momentum operators are no
more fundamental than the spin
operators...or any of the many other dynamical variables
(I am thinking of occupation numbers)
we now see are important parts of Nature. So I wonder if,
after all, space is not fundamental in QM. Certainly QM is
non-local.
When one looks at combined systems,
the most natural place for them to live is a mixture of
position coordinates, momentum coordinates, and spin variables,
to say the least. And perhaps more will be necessary in
the future.
Now, Einstein thought this was a flaw in QM and it does stand
in the way of general relativity, not to have space-time be
a fundamental notion (really, it is the group of all diffeomorphisms
of space-time which is fundamental). Only the future will tell
whether QM has to be formulated more geometrically to be compatible
with General Relativity, or whether General Relativity needs to
be made more abstract in order to define an appropriate group
action on QM. This is a question Bell was worried about, too.