prepared release notes for 2.2
git-svn-id: https://svn.apache.org/repos/asf/commons/proper/math/branches/MATH_2_X@1072559 13f79535-47bb-0310-9956-ffa450edef68
This commit is contained in:
Luc Maisonobe
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Apache Commons Math 2.1 RELEASE NOTES
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Apache Commons Math 2.2 RELEASE NOTES
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This is primarily a maintenance release, but it also includes new features and enhancements.
|
||||
Users of version 2.0 are encouraged to upgrade to 2.1, as this release includes some important
|
||||
bug fixes. See the detailed list of changes below for full description of all bug fixes and
|
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enhancements.
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This release contains some minor API compatibility breaks with version 2.0:
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--------------------------------------------------------------------------
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- the return type of RealVector.copy() has been changed to AbstractRealVector
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- the no-argument constructor of MatrixUtils() has been made private
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- the mapXxxToSelf methods of OpenMapRealVector have been removed and some method return types
|
||||
have been changed in this class
|
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- new methods have been added to the RealVector interface
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- several fields in AdaptiveStepSizeIntegrator have been made final
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- DummyStepInterpolator requires an additional argument for one of its constructors
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- some protected fields have been removed from AbstractLeastSquaresOptimizer,
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AbstractScalarDifferentiableOptimizer and AbstractLinearOptimizer
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- the isOptimal(SimplexTableau) method has been removed from SimplexSolver
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Users of version 2.1 are encouraged to upgrade to 2.2, as this release includes some important bug fixes.
|
||||
|
||||
See the detailed list of changes below for full description of all bug fixes and enhancements.
|
||||
|
||||
This release contains some minor compatibility breaks with version 2.1 in some internal classes but none
|
||||
of them are in the public API:
|
||||
the MessagesResources_fr class has been removed (replaced by a properties file);
|
||||
the arguments of the EventState.reinitializeBegin method have changed;
|
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some private fields in AbstractStepInterpolator have been replaced.
|
||||
|
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The major new features are:
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||||
a new FastMath class, both faster, more accurate and with a few additional functions than StrictMath and Math;
|
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a new package for floating point arbitrary precision computing, including high level functions like exponential, sine, square root ...;
|
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new linear and tricubic interpolators;
|
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a new Gaussian curve fitter;
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a new erfc function;
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characteristic support for distributions;
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a set of new Well Equidistributed Long-period Linear (WELL) random generators.
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Changes in this version include:
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New features:
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o MATH-357: Implementation of bicubic interpolation.
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o Added a way to compute both the final state in an Initial Value Problem (IVP)
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for Ordinary Differential Equations (ODE) and its derivatives with respect to
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initial state and with respect to some problem parameters. This allows wrapping
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ODE solvers into optimization or root finding algorithms, which in turn can be
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used to solve Boundary Value Problems (BVP). There are no implementations (yet)
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of BVP solvers in the library.
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o MATH-323: Added SemiVariance statistic. Thanks to Larry Diamond.
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o MATH-341: Added a warning in the getCoefficients method documentation for
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PolynomialFunctionLagrangeForm. Computation may be ill-conditioned
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so this method should be used with care.
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o MATH-340: Fixed an error in BigFraction multiplication for large numerators that don't
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fit in a primitive int.
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o MATH-334: Added min/max getters for real vectors (not yet in the RealVector interface for
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compatibility purposes, but in the AbstractRealVector abstract class).
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o MATH-321: Singular Value Decomposition now computes either the compact SVD (using only
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positive singular values) or truncated SVD (using a user-specified maximal
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number of singular values).
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o MATH-300: Added support for multidimensional interpolation using the robust microsphere algorithm. Thanks to Gilles Sadowski.
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o MATH-287: Added support for weighted descriptive statistics. Thanks to Matthew Rowles.
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o Added normalizeArray method to MathUtils.
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o MATH-364: Added complementary error function, erfc. Thanks to Christian Winter.
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o MATH-385: Added characteristic support to distributions, including methods to return numerical
|
||||
estimates of the mean and variance and upper and lower bounds of support. In version 2.2,
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methods returning distribution characteristics have been added only to the implementation
|
||||
classes. In version 3, supporting methods have been added to the abstract base classes
|
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and distribution interfaces.
|
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o MATH-440: Created "MathUserException" class to convey cause of failure between
|
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layers of user code separated by a layer of Commons-Math code.
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o MATH-419: Added new random number generators from the Well Equidistributed Long-period Linear (WELL).
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o MATH-412: Added the dfp library providing arbitrary precision floating point computation in the spirit of
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IEEE 854-1987 (not exactly as it uses base 1000 instead of base 10). In addition to finite numbers,
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infinities and NaNs are available (but there are no subnormals). All IEEE 854-1987 rounding modes and
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signaling flags are supported. The available operations are +, -, *, / and the available functions
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are sqrt, sin, cos, tan, asin, acos, atan, exp, log. Thanks to Bill Rossi.
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o MATH-375: Added faster and more accurate version of traditional mathematical functions in a FastMath
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class intended to be a drop-in replacement for java.util.Math at source-level. Some functions
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still directly delegates to Math but this will improve with time. Some functions like exp
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may be twice as fast (even 3 times faster on some processors). Sine, cosine or power functions
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show typical speedups of 1.5 times faster or more. Thanks to Bill Rossi.
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o MATH-400: Added support for Gaussian curve fitting. Thanks to J. Lewis Muir.
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o MATH-388: Added a feature allowing error estimation to be computed only on a subset of
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Ordinary Differential Equations, considered as the main set, the remaining equations
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being considered only as an extension set that should not influence the ODE integration
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algorithm
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o MATH-379: Created "MultidimensionalCounter" class.
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o MATH-378: Implementation of linear interpolation. Thanks to Matthew Rowles.
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o MATH-370: Added new "equalsIncludingNaN" methods that have the same semantics as the old "equals" methods.
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The semantics of the old methods will be modified (in the next major release) such that
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NaNs are not considered equal (to be more compliant with IEEE754).
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o MATH-366: Implementation of tricubic interpolation.
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Fixed Bugs:
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o MATH-360: Fix use of wrong variable in SmoothingBicubicSplineInterpolatorTest.testPreconditions()
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o MATH-335: Fraction.hashCode() implementation was not fully consistent with Fraction.equals().
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Changed hashCode() to use fields directly to agree with equals().
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o MATH-282: Resolved multiple problems leading to inaccuracy and/or failure to compute Normal,
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ChiSquare and Poisson probabilities, Erf and Gamma functions. Made Brent solver
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absolute accuracy configurable for all continuous distributions.
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o MATH-347: Fixed too stringent interval check in Brent solver: initial guess is now
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allowed to be at either interval end
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o MATH-358: Fixed an error in events handling in ODE solvers. In some rare cases, events
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occurring close to a step start were handled without truncating the step, making
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them appear as is they occurred close to the step end
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o Fixed a problem with getInterpolatedDerivatives returning zero derivatives when
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an ODE step handler is configured to not use interpolation. It now returns a
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constant but non-zero value consistent with at least one point inside the step
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o MATH-344: Fixed wrong return values when enpoints are roots in Brent solver with
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a user provided initial guess
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o MATH-343: Fixed a missing bracketing check of initial interval in Brent solver.
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o MATH-342: In SVD, the matrices passed to EigenDecomposition are now symmetric
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by construction (rather than simply by definition). In EigenDecomposition,
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once the tridiagonal form is obtained, the non-significant elements are
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set to 0.
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o MATH-333: A EigenDecompositionImpl simplified makes it possible to compute
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the SVD of a singular matrix (with the right number of elements in
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the diagonal matrix) or a matrix with singular value(s) of multiplicity
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greater than 1.
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o Fixed a spurious exception in EigenDecompositionImpl when a 3x3 block
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had two identical eigenvalues.
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o MATH-338: Fixed automatic step initialization in embedded Runge-Kutta integrators.
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The relative tolerance setting was never used, only the absolute tolerance
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was used. Thanks to Vincent Morand.
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o MATH-329: Fixed regression in Frequency.getPct(Object) introduced in 2.0. Cumulative
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percent was being returned for Object arguments in place of percent.
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o MATH-320: Fixed Singular Value Decomposition solving of singular systems.
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o MATH-326: Fixed a wrong implementation of the Linf norm in vectors. Thanks to Jake Mannix.
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o MATH-324: Fixed a convergence discrepancy with respect to theory in Gragg-Bulirsch-Stoer
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integrator. Thanks to Vincent Morand.
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o Fixed a wrong dimension check in SVD solver. Thanks to Dimitri Pourbaix.
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o MATH-313: Added composition features for real functions. Thanks to Jake Mannix.
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o MATH-312: Added mapping and iteration methods to vectors. Provided a default implementation
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for the numerous simple methods in the RealVectorInterface. Thanks to Jake Mannix.
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o MATH-322: Fixed an error in handling very close events in ODE integration.
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o MATH-305: Fixed an overflow error in MathUtils.distance that was causing KMeansPlusPlusClusterer
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to fail with a NullPointerException when component distances between points
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exceeded Integer.MAXVALUE. Thanks to Erik van Ingen.
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o MATH-318: Fixed an index computation error in eigen decomposition. Once again, kudos to Dimitri
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for debugging this. Thanks to Dimitri Pourbaix.
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o MATH-308: Fixed an ArrayIndexOutOfBoundsException in eigen decomposition. Kudos to Dimitri
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for debugging this, it was really difficult. Thanks to Dimitri Pourbaix.
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o MATH-309: Fixed parameter test in RandomDataImpl#nextExponential. The method now throws
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IllegalArgumentException for mean = 0. Thanks to Mikkel Meyer Andersen.
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o MATH-306: Removed dead code from Complex#divide. Thanks to Joerg Huber.
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o MATH-294: Fixed implementation of RandomDataImpl#nextPoisson by implementing an alternative
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algorithm for large means.
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o MATH-298: Fixed implementation of EmpiricalDistributionImpl#getUpperBounds to match
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interface contract. Added getGeneratorUpperBounds method to
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EmpiricalDistributionImpl providing previous behavior.
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o MATH-296: Fixed wrong results on Loess interpolation, also added a way to set weights
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for smoothing and to ignore zero weights for coefficients computation Thanks to Eugene Kirpichov.
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o MATH-293: Fixed a OutOfBoundException in simplex solver when some constraints are tight. Thanks to Benjamin McCann.
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o MATH-291: Fixed misleading number formats in error messages for adaptive
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stepsize integrators. Thanks to Sebb.
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o MATH-290: Fixed a NullPointerException in simplex solver when no solution is possible
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and some constraints are negative. Thanks to Benjamin McCann.
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o MATH-289: Removed an unused argument in a private method in simplex solver.
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o MATH-288: Fixed an error induced by entries set to 0 in simplex solver. Thanks to Benjamin McCann.
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o MATH-286: Fixed an error leading the simplex solver to compute the right solution
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but return another one. Thanks to Benjamin McCann.
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o MATH-283: Prevent infinite loops in multi-directional direct optimization method when
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the start point is exactly at the optimal point. Thanks to Michael Nischt.
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o MATH-297: Prevent possible zero divides on eigenvectors of indefinite matrices Thanks to Axel Kramer.
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o MATH-505: TestUtils is thread-hostile. Deprecate the getters and setters.
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o MATH-471: MathUtils.equals(double, double) does not work properly for floats
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- add equivalent (float, float) methods and basic tests
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o MATH-467: Fixed an awkward statement that triggered a false positive warning.
|
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o MATH-456: Modified erf (and erfc) to return extreme values for x with abs(x) > 40.
|
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For these arguments, the true value is indistinguishable from an extrema as a double.
|
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o MATH-414: Modified NormalDistributionImpl.cumulativeProbability to return 0 or 1,
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respectively for values more than 40 standard deviations from the mean.
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For these values, the actual probability is indistinguishable from 0 or 1
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as a double. Top coding improves performance for extreme values and prevents
|
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convergence exceptions.
|
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o MATH-380: Deprecated the whole ode.jacobians package. It is clumsy and difficult to use. It will
|
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be replaced by a completely rewritten implementation in 3.0, which will be more tightly
|
||||
bound to the top level ode package
|
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o MATH-426: Added a normalization feature to transform samples so they have zero mean and unit standard deviation Thanks to Erik van Ingen.
|
||||
o MATH-429: Fixed k-means++ to add several strategies to deal with empty clusters that may appear
|
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during iterations
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||||
o MATH-391: Fixed an error preventing zero length vectors to be built by some constructors
|
||||
o MATH-421: Fixed an error preventing ODE solvers to be restarted after they have been stopped by a discrete event
|
||||
o MATH-415: Fixed lost cause in MathRuntimeException.createInternalError. Note that the message is still the default
|
||||
message for internal errors asking to report a bug to commons-math JIRA tracker. In order to retrieve
|
||||
the message from the root cause, one has to get the cause itself by getCause().
|
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o MATH-411: Modified multiple regression newSample methods to ensure that by default in all cases,
|
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regression models are estimated with intercept terms. Prior to the fix for this issue,
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newXSampleData(double[][]), newSampleData(double[], double[][]) and
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newSampleData(double[], double[][], double[][]) all required columns of "1's" to be inserted
|
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into the x[][] arrays to create a model with an intercept term; while newSampleData(double[], int, int)
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created a model including an intercept term without requiring the unitary column. All methods have
|
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been changed to eliminate the need for users to add unitary columns to specify regression models.
|
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Users of OLSMultipleLinearRegression or GLSMultipleLinearRegression versions 2.0 or 2.1 should either
|
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verify that their code either does not use the first set of data loading methods above or set the noIntercept
|
||||
property to true on estimated models to get the previous behavior.
|
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o MATH-386: Added R-squared and adjusted R-squared statistics to OLSMultipleLinearRegression.
|
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o MATH-392: Corrected the formula used for Y variance returned by calculateYVariance and associated
|
||||
methods in multiple regression classes (AbstractMultipleLinearRegression,
|
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OLSMultipleLinearRegression, GLSMultipleLinearRegression). These methods previously returned
|
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estimates of the variance in the model error term. New "calulateErrorVariance" methods have
|
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been added to compute what was previously returned by calculateYVariance. Thanks to Mark Devaney.
|
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o MATH-406: Bug fixed in Levenberg-Marquardt (handling of weights).
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o MATH-405: Bug fixed in Levenberg-Marquardt (consistency of current).
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o MATH-377: Bug fixed in chi-square computation in AbstractLeastSquaresOptimizer.
|
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o MATH-395: Fixed several bugs in "BrentOptimizer".
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o MATH-393: Fixed inconsistency in return values in "MultiStartUnivariateRealOptimizer".
|
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o MATH-382: Fixed bug in precondition check (method "setMicrosphereElements").
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o MATH-361: Improved localization of error messages.
|
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o MATH-376: Allow multiple optimizations with a default simplex.
|
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o MATH-352: Added a setQRRankingThreshold method to Levenberg-Marquardt optimizer to improve robustness
|
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of rank determination.
|
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o MATH-362: Fixed Levenberg-Marquardt optimizer that did not use the vectorial convergence checker.
|
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Now this optimizer can use either the general vectorial convergence checker or its own
|
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specialized convergence settings.
|
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o MATH-371: Fixed loss of significance error in PersonsCorrelation p-value computation causing p-values
|
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smaller than the machine epsilon (~1E-16) to be reported as 0. Thanks to Kevin Childs.
|
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o MATH-369: Fix NullPointerException in BisectionSolver.solve(f, min, max, initial) Thanks to Sasun Pundev.
|
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o MATH-368: Fix spelling of getSparcity [sic] method of OpenMapRealVector
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o MATH-367: Fix problem with the default sparseIterator when a RealVector has exactly one non-zero entry Thanks to Albert Huang.
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Changes:
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o MATH-356: Added method to clear the list of observations in CurveFitter.
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o MATH-332: Added density functions to remaining continuous distributions (F, T, Weibull, Cauchy).
|
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As of Math 2.1, all continuous distributions implement density functions. The HasDensity
|
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interface has been deprecated and in version 3.0, density(double) will be added to the
|
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ContinuousDistribution interface. Thanks to Mikkel Meyer Andersen.
|
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o MATH-337: Changed equals() methods to use instanceof check rather than catching ClassCastException;
|
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this also allows some null checks to be omitted.
|
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o MATH-336: Removed unnecessary null checks in equals methods.
|
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o MATH-239: Added MathUtils methods to compute gcd and lcm for long arguments. Thanks to Christian Semrau.
|
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o MATH-287: Added support for weighted univariate statistics. Thanks to Matthew Rowles.
|
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o MATH-315: Added generationsEvolved property to GeneticAlgorithm to track the number of generations
|
||||
evolved by the evolve() method before reaching the StoppingCondition. Thanks to Mikkel Meyer Andersen.
|
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o MATH-311: Changed probability calculations for Binomial, Poisson, and Hypergeometric
|
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distributions to use Catherine Loader's saddle point approximations. Thanks to Nipun Jawalkar.
|
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o MATH-384: Added a constructor and addValues(double[]) methods allowing DescriptiveStatistics to
|
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be initialized with values from a double[] array. Similarly enhanced
|
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ResizeableDoubleArray.
|
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o MATH-448: Added a getUniqueCount() method to Frequency to return the number of unique
|
||||
values included in the frequency table. Thanks to Patrick Meyer.
|
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o MATH-420: Added toString() override to StatisticalSummaryValues.
|
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o MATH-417: Improved Percentile performance by using a selection algorithm instead of a
|
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complete sort, and by allowing caching data array and pivots when several
|
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different percentiles are desired
|
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o MATH-409: Made intercept / no intercept configurable in multiple regression classes. By default, regression
|
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models are estimated with an intercept term. When the "noIntercept" property is set to
|
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true, regression models are estimated without intercepts.
|
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o MATH-361: Created package "exception" to contain the new exceptions hierarchy.
|
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Created package "exception.util": utilities for the exception classes
|
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(e.g. managing the localization of error messages).
|
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Default policy for dealing with invalid null references: raise a
|
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"NullArgumentException" (subclass of "IllegalArgumentException").
|
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o MATH-310: Added random data generation methods to RandomDataImpl for the remaining distributions in the
|
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distributions package. Added a generic nextInversionDeviate method that takes a discrete
|
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or continuous distribution as argument and generates a random deviate from the distribution.
|
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Also added sampling methods based on the implementations in RandomDataImpl to distributions.
|
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o MATH-365: Deprecated SmoothingBicubicSplineInterpolator and SmoothingBicubicSplineInterpolatorTest.
|
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Added BicubicSplineInterpolator and BicubicSplineInterpolatorTest.
|
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Added SmoothingPolynomialBicubicSplineInterpolator and SmoothingPolynomialBicubicSplineInterpolatorTest.
|
||||
Added method to clear the list of observations in PolynomialFitter.
|
||||
|
||||
|
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For complete information on Commons Math, including instructions on how to submit bug reports,
|
||||
|
|
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|
|
@ -51,7 +51,27 @@ The <action> type attribute can be add,update,fix,remove.
|
|||
with a new-line in the release notes. (These spaces are ignored when displaying HTML).
|
||||
If the output is not quite correct, check for invisible trailing spaces!
|
||||
-->
|
||||
<release version="2.2" date="TBD" description="TBD">
|
||||
<release version="2.2" date="2011-02-24" description="
|
||||
This is primarily a maintenance release, but it also includes new features and enhancements.
|
||||
|
||||
Users of version 2.1 are encouraged to upgrade to 2.2, as this release includes some important bug fixes.
|
||||
|
||||
See the detailed list of changes below for full description of all bug fixes and enhancements.
|
||||
|
||||
This release contains some minor compatibility breaks with version 2.1 in some internal classes but none
|
||||
of them are in the public API:
|
||||
the MessagesResources_fr class has been removed (replaced by a properties file);
|
||||
the arguments of the EventState.reinitializeBegin method have changed;
|
||||
some private fields in AbstractStepInterpolator have been replaced.
|
||||
|
||||
The major new features are:
|
||||
a new FastMath class, both faster, more accurate and with a few additional functions than StrictMath and Math;
|
||||
a new package for floating point arbitrary precision computing, including high level functions like exponential, sine, square root ...;
|
||||
new linear and tricubic interpolators;
|
||||
a new Gaussian curve fitter;
|
||||
a new erfc function;
|
||||
characteristic support for distributions;
|
||||
a set of new Well Equidistributed Long-period Linear (WELL) random generators.">
|
||||
<action dev="sebb" type="fix" issue="MATH-505">
|
||||
TestUtils is thread-hostile. Deprecate the getters and setters.
|
||||
</action>
|
||||
|
|
@ -110,14 +130,14 @@ The <action> type attribute can be add,update,fix,remove.
|
|||
<action dev="luc" type="fix" issue="MATH-467">
|
||||
Fixed an awkward statement that triggered a false positive warning.
|
||||
</action>
|
||||
<action dev="psteitz" type="update" issue="MATH-364" due-to="Christian Winter">
|
||||
<action dev="psteitz" type="add" issue="MATH-364" due-to="Christian Winter">
|
||||
Added complementary error function, erfc.
|
||||
</action>
|
||||
<action dev="psteitz" type="fix" issue="MATH-456">
|
||||
Modified erf (and erfc) to return extreme values for x with abs(x) > 40.
|
||||
For these arguments, the true value is indistinguishable from an extrema as a double.
|
||||
</action>
|
||||
<action dev="mikl" type="update" issue="MATH-385">
|
||||
<action dev="mikl" type="add" issue="MATH-385">
|
||||
Added characteristic support to distributions, including methods to return numerical
|
||||
estimates of the mean and variance and upper and lower bounds of support. In version 2.2,
|
||||
methods returning distribution characteristics have been added only to the implementation
|
||||
|
|
@ -153,9 +173,7 @@ The <action> type attribute can be add,update,fix,remove.
|
|||
</action>
|
||||
<action dev="erans" type="add" issue="MATH-440">
|
||||
Created "MathUserException" class to convey cause of failure between
|
||||
layers of user code separated by a layer of Commons-Math code. Deprecated
|
||||
classes "FunctionEvaluationException", "MatrixVisitorException" and
|
||||
"DerivativeException".
|
||||
layers of user code separated by a layer of Commons-Math code.
|
||||
</action>
|
||||
<action dev="luc" type="fix" issue="MATH-429">
|
||||
Fixed k-means++ to add several strategies to deal with empty clusters that may appear
|
||||
|
|
@ -197,14 +215,14 @@ The <action> type attribute can be add,update,fix,remove.
|
|||
verify that their code either does not use the first set of data loading methods above or set the noIntercept
|
||||
property to true on estimated models to get the previous behavior.
|
||||
</action>
|
||||
<action dev="luc" type="fix" issue="MATH-412" due-to="Bill Rossi">
|
||||
<action dev="luc" type="add" issue="MATH-412" due-to="Bill Rossi">
|
||||
Added the dfp library providing arbitrary precision floating point computation in the spirit of
|
||||
IEEE 854-1987 (not exactly as it uses base 1000 instead of base 10). In addition to finite numbers,
|
||||
infinities and NaNs are available (but there are no subnormals). All IEEE 854-1987 rounding modes and
|
||||
signaling flags are supported. The available operations are +, -, *, / and the available functions
|
||||
are sqrt, sin, cos, tan, asin, acos, atan, exp, log.
|
||||
</action>
|
||||
<action dev="luc" type="fix" issue="MATH-375" due-to="Bill Rossi">
|
||||
<action dev="luc" type="add" issue="MATH-375" due-to="Bill Rossi">
|
||||
Added faster and more accurate version of traditional mathematical functions in a FastMath
|
||||
class intended to be a drop-in replacement for java.util.Math at source-level. Some functions
|
||||
still directly delegates to Math but this will improve with time. Some functions like exp
|
||||
|
|
@ -251,7 +269,7 @@ The <action> type attribute can be add,update,fix,remove.
|
|||
<action dev="erans" type="add" issue="MATH-379">
|
||||
Created "MultidimensionalCounter" class.
|
||||
</action>
|
||||
<action dev="erans" type="add" issue="MATH-361">
|
||||
<action dev="erans" type="update" issue="MATH-361">
|
||||
Created package "exception" to contain the new exceptions hierarchy.
|
||||
Created package "exception.util": utilities for the exception classes
|
||||
(e.g. managing the localization of error messages).
|
||||
|
|
@ -267,9 +285,9 @@ The <action> type attribute can be add,update,fix,remove.
|
|||
<action dev="erans" type="fix" issue="MATH-376">
|
||||
Allow multiple optimizations with a default simplex.
|
||||
</action>
|
||||
<action dev="erans" type="update" issue="MATH-370">
|
||||
<action dev="erans" type="add" issue="MATH-370">
|
||||
Added new "equalsIncludingNaN" methods that have the same semantics as the old "equals" methods.
|
||||
These are deprecated, and their semantics will be modified (in the next major release) such that
|
||||
The semantics of the old methods will be modified (in the next major release) such that
|
||||
NaNs are not considered equal (to be more compliant with IEEE754).
|
||||
</action>
|
||||
<action dev="luc" type="fix" issue="MATH-352" >
|
||||
|
|
|
|||
|
|
@ -95,32 +95,32 @@ limitations under the License.
|
|||
</p>
|
||||
</subsection>
|
||||
</section>
|
||||
<section name="Commons Math 2.1 ">
|
||||
<section name="Commons Math 2.2 ">
|
||||
<subsection name="Binaries">
|
||||
<table>
|
||||
<tr>
|
||||
<td><a href="[preferred]/commons/math/binaries/commons-math-2.1.tar.gz">commons-math-2.1.tar.gz</a></td>
|
||||
<td><a href="http://www.apache.org/dist/commons/math/binaries/commons-math-2.1.tar.gz.md5">md5</a></td>
|
||||
<td><a href="http://www.apache.org/dist/commons/math/binaries/commons-math-2.1.tar.gz.asc">pgp</a></td>
|
||||
<td><a href="[preferred]/commons/math/binaries/commons-math-2.2.tar.gz">commons-math-2.2.tar.gz</a></td>
|
||||
<td><a href="http://www.apache.org/dist/commons/math/binaries/commons-math-2.2.tar.gz.md5">md5</a></td>
|
||||
<td><a href="http://www.apache.org/dist/commons/math/binaries/commons-math-2.2.tar.gz.asc">pgp</a></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td><a href="[preferred]/commons/math/binaries/commons-math-2.1.zip">commons-math-2.1.zip</a></td>
|
||||
<td><a href="http://www.apache.org/dist/commons/math/binaries/commons-math-2.1.zip.md5">md5</a></td>
|
||||
<td><a href="http://www.apache.org/dist/commons/math/binaries/commons-math-2.1.zip.asc">pgp</a></td>
|
||||
<td><a href="[preferred]/commons/math/binaries/commons-math-2.2.zip">commons-math-2.2.zip</a></td>
|
||||
<td><a href="http://www.apache.org/dist/commons/math/binaries/commons-math-2.2.zip.md5">md5</a></td>
|
||||
<td><a href="http://www.apache.org/dist/commons/math/binaries/commons-math-2.2.zip.asc">pgp</a></td>
|
||||
</tr>
|
||||
</table>
|
||||
</subsection>
|
||||
<subsection name="Source">
|
||||
<table>
|
||||
<tr>
|
||||
<td><a href="[preferred]/commons/math/source/commons-math-2.1-src.tar.gz">commons-math-2.1-src.tar.gz</a></td>
|
||||
<td><a href="http://www.apache.org/dist/commons/math/source/commons-math-2.1-src.tar.gz.md5">md5</a></td>
|
||||
<td><a href="http://www.apache.org/dist/commons/math/source/commons-math-2.1-src.tar.gz.asc">pgp</a></td>
|
||||
<td><a href="[preferred]/commons/math/source/commons-math-2.2-src.tar.gz">commons-math-2.2-src.tar.gz</a></td>
|
||||
<td><a href="http://www.apache.org/dist/commons/math/source/commons-math-2.2-src.tar.gz.md5">md5</a></td>
|
||||
<td><a href="http://www.apache.org/dist/commons/math/source/commons-math-2.2-src.tar.gz.asc">pgp</a></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td><a href="[preferred]/commons/math/source/commons-math-2.1-src.zip">commons-math-2.1-src.zip</a></td>
|
||||
<td><a href="http://www.apache.org/dist/commons/math/source/commons-math-2.1-src.zip.md5">md5</a></td>
|
||||
<td><a href="http://www.apache.org/dist/commons/math/source/commons-math-2.1-src.zip.asc">pgp</a></td>
|
||||
<td><a href="[preferred]/commons/math/source/commons-math-2.2-src.zip">commons-math-2.2-src.zip</a></td>
|
||||
<td><a href="http://www.apache.org/dist/commons/math/source/commons-math-2.2-src.zip.md5">md5</a></td>
|
||||
<td><a href="http://www.apache.org/dist/commons/math/source/commons-math-2.2-src.zip.asc">pgp</a></td>
|
||||
</tr>
|
||||
</table>
|
||||
</subsection>
|
||||
|
|
|
|||
Loading…
Reference in New Issue