A browser-based notebook for review and re-use of previous inputs and outputs, including graphics and text annotations. Compatible with Firefox, Opera, Konqueror, Google Chrome and Safari. Notebooks can be accessed locally or remotely and the connection can be secured with HTTPS.
Rather than reinventing the wheel, Sage (which is written mostly in Python and Cython) integrates many specialized mathematics software packages into a common interface, for which a user needs to know only Python. However, Sage contains hundreds of thousands of unique lines of code adding new functions and creating the interface between its components.
SageMath uses both students and professionals for development. The development of SageMath is supported by both volunteer work and grants.
Only the major releases are listed below. SageMath practices the "release early, release often" concept, with releases every few weeks or months. In total, there have been over 300 releases, although their frequency has decreased.
Included PARI, but not GAP or Singular
March to July 2005
Cremona's database, multivariate polynomials, large finite fields and more documentation
August to September 2005
Vector spaces, rings, modular symbols, and windows usage
Both binaries and source code are available for SageMath from the download page. If SageMath is built from source code, many of the included libraries such as ATLAS, FLINT, and NTL will be tuned and optimized for that computer, taking into account the number of processors, the size of their caches, whether there is hardware support for SSE instructions, etc.
Cython can increase the speed of SageMath programs, as the Python code is converted into C.
The source code can be downloaded from the downloads page. Although not recommended for end users, development releases of SageMath are also available.
Binaries can be downloaded for Linux, OS X and Solaris (both x86 and SPARC).
A live CD containing a bootable Linux operating system is also available. This allows usage of Sage without Linux installation.
Users could use an online version of SageMath at sagenb.org, but it has been discontinued in April 2015.
Users can use an online "single cell" version of SageMath at sagecell.sagemath.org or embed a single sage cell into any web page. Users can also create permalinks to SageMath computations using the cell server.
Although Microsoft was sponsoring a native version of Sage for the Windows operating system, as of 2012 there were no plans for a native port, and users of Windows currently have to use virtualization technology such as VirtualBox to run Sage. As of Sage 5.9, it mostly successfully builds on Cygwin.
Linux distributions in which SageMath is available as a package are Mandriva, Fedora, and Arch Linux. It is also available as a dedicated UbuntuPPA. In Gentoo, it's available via layman in the "sage-on-gentoo" overlay. However, SageMath can be installed to any Linux distribution.
A = matrix([[1,2,3],[3,2,1],[1,1,1]])
y = vector([0, -4, -1])
A.solve_right(y)# returns (-2, 1, 0)
A.eigenvalues()# returns [5, 0, -1]
B = matrix([[1,2,3],[3,2,1],[1,2,1]])
B.inverse()# returns'''[ 0 1/2 -1/2]
[-1/4 -1/4 1]
[ 1/2 0 -1/2]'''# same matrix, but over the ring of doubles (not rationals, as above)
sage: B = matrix(RDF,[[1,2,3],[3,2,1],[1,2,1]])
[-5.55111512313e-17 0.5 -0.5]
[ -0.25 -0.25 1.0]
[ 0.5 0.0 -0.5]
'''# Call NumPy for the Moore-Penrose pseudo-inverse, # since SageMath does not support that yet.import numpy
C = matrix([[1,1],[2,2]])
matrix(numpy.linalg.pinv(C))# returns'''[0.1 0.2]
prime_pi(1000000)# returns 78498, the number of primes less than one million
E = EllipticCurve('389a')# construct an elliptic curve from its Cremona label
P, Q = E.gens()7 * P + Q # returns (24187731458439253/244328192262001 : # 3778434777075334029261244/3819094217575529893001 : 1)
sage: E2 = EllipticCurve(CC,[0,0,-2,1,1])
Elliptic Curve defined by y^2 + (-2.00000000000000)*y =
x^3 + 1.00000000000000*x + 1.00000000000000 over
Complex Field with53 bits of precision