Repository: commons-math
Updated Branches:
  refs/heads/master 9f42f18f1 -> 09129d536


prepared release notes for version 3.4


Project: http://git-wip-us.apache.org/repos/asf/commons-math/repo
Commit: http://git-wip-us.apache.org/repos/asf/commons-math/commit/09129d53
Tree: http://git-wip-us.apache.org/repos/asf/commons-math/tree/09129d53
Diff: http://git-wip-us.apache.org/repos/asf/commons-math/diff/09129d53

Branch: refs/heads/master
Commit: 09129d536726fac7f94f6b641e34a34a49c9a012
Parents: 9f42f18
Author: Luc Maisonobe <l...@apache.org>
Authored: Sat Dec 13 22:04:33 2014 +0100
Committer: Luc Maisonobe <l...@apache.org>
Committed: Sat Dec 13 22:04:33 2014 +0100

----------------------------------------------------------------------
 RELEASE-NOTES.txt       | 273 ++++++++++++-------------------------------
 src/changes/changes.xml |   9 +-
 2 files changed, 82 insertions(+), 200 deletions(-)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/commons-math/blob/09129d53/RELEASE-NOTES.txt
----------------------------------------------------------------------
diff --git a/RELEASE-NOTES.txt b/RELEASE-NOTES.txt
index 16bfcde..7930ea8 100644
--- a/RELEASE-NOTES.txt
+++ b/RELEASE-NOTES.txt
@@ -1,24 +1,24 @@
 
-              Apache Commons Math 3.3 RELEASE NOTES
+              Apache Commons Math 3.4 RELEASE NOTES
 
-The Apache Commons Math team is pleased to announce the release of 
commons-math3-3.3.
+The Apache Commons Math team is pleased to announce the release of 
commons-math3-3.4-SNAPSHOT
 
-The Apache Commons Math project is a library of lightweight, self-contained 
mathematics
-and statistics components addressing the most common practical problems not 
immediately
-available in the Java programming language or commons-lang.
+The Apache Commons Math project is a library of lightweight, self-contained 
mathematics and statistics components addressing the most common practical 
problems not immediately available in the Java programming language or 
commons-lang.
 
 This is a minor release: It combines bug fixes and new features.
 Changes to existing features were made in a backwards-compatible
-way such as to allow drop-in replacement of the v3.x JAR file.
+way such as to allow drop-in replacement of the v3.3 JAR file.
 
 Most notable among the new features are:
-Framework for creating artificial neural nets, self organizing feature maps,
-computational geometry algorithms (convex hull, enclosing ball), performance
-improvements of the linear simplex solver, refactoring of curve fitters,
-low-discrepancy random generators (sobol, halton), least-squares fitting.
+new distributions (Gumbel, Laplace, Logistic, Nakagami), and
+improvements on percentiles algorithms (better handling for NaNs
+in the regular algorithm, plus a new storeless implementation).
+Bicubic splines interpolators have been fixed and new implementations
+added. There have been numerous bug fixes and several improvements
+on performances or robustness. See below for a full list)
 
-The minimum version of the Java platform required to compile and use
-Commons Math is Java 5.
+ The minimum version of the Java platform required to compile and use
+Apache Commons Math is Java 5.
 
 Users are encouraged to upgrade to this version as this release not
 only includes bug fixes but also deprecates numerous classes and
@@ -32,203 +32,80 @@ Caveat:
  and to extend the unit tests suite.
  2. A few methods in the FastMath class are in fact slower that their
  counterpart in either Math or StrictMath (cf. MATH-740 and MATH-901).
- 3. A few methods/constructors in the package o.a.c.m.geometry.partitioning
- have changed their signature in a non backwards-compatible way. The respective
- classes are intended to be package private only and are not supposed to be
- used for other purposes.
 
 Changes in this version include:
 
 New features:
-o N/A:       Added an order 6 fixed-step ODE integrator designed by H. A. 
Luther in 1968.
-o MATH-1110: Added new constructor to "OLSMultipleLinearRegression" to be able
-        to specify a custom singularity threshold for QR decomposition. Thanks 
to Edward Segall.
-o MATH-1119: Added a fast single-step method for fixed-step Runge-Kutta 
integrators. 
-o MATH-1101: Improved documentation of QR decomposition handling of singular 
matrices. 
-o MATH-1053: QR decomposition can compute pseudo-inverses for tall matrices. 
Thanks to Sean Owen. 
-o MATH-820:  Field vectors now implement the visitor pattern just like real 
vectors. 
-o MATH-749:  Added MonotoneChain algorithm to compute the convex hull of a 
collection of
-        points in 2D. Additionally, the AklToussaintHeuristic can be used to 
speed up the generation. 
-o MATH-1095: Added Emo Welzl algorithm to find the smallest enclosing ball of 
a collection of points. 
-o MATH-1072: Added a constructor to "AbstractListChromosome" that does not 
copy the input argument. 
-o MATH-1091: BSP tree now provides an API to compute a global signed distance 
from
-        a test point to the region. The distance is positive if the point is
-        outside of the region, negative if the point is inside, and zero
-        when the point is at the boundary. The distance is continuous
-        everywhere, so it can be used with a root solver to identify accurately
-        boundary crossings. This API is available for all BSP trees, in
-        Euclidean and spherical geometries, and in all dimensions.
-o N/A:       Added new geometry sub-packages: spherical.oned which deals with 
geometry
-        on the 1-sphere (i.e. the circle) and spherical.twod which deals with 
the
-        2-sphere (i.e. the regular sphere). BSP trees can be used in these new
-        spaces, so one can build arcs sets and spherical polygons sets with all
-        the regular operations (inside/outside/boundary checks, union, 
intersection,
-        symetric difference, complement ...).
-o MATH-1090: IntervalsSet now implements Iterable<double[]>, so one can iterate
-        over the sub-intervals without building a full list containing a copy 
of everything beforehand. 
-o MATH-923:  Utilities for creating artificial neural networks (package 
"o.a.c.m.ml.neuralnet").
-        Implementation of Kohonen's Self-Organizing Feature Map (SOFM). 
-o MATH-1014: Refactoring of curve fitters (package "o.a.c.m.fitting"). 
-o MATH-970:  Added possibility to retrieve the best found solution of the 
"SimplexSolver" in case
-        the iteration limit has been reached. The 
"optimize(OptimizationData...)" method now
-        supports a "SolutionCallback" which provides access to the best 
solution if
-        a feasible solution could be found (phase 2 of the Two-Phase simplex 
method has been reached). 
-o MATH-1061: Added InsufficientDataException. 
-o MATH-983:  Added a graphical overview of available continuous distributions 
to the userguide. 
-o MATH-1051: Added Kendall's tau correlation (KendallsCorrelation). Thanks to 
Matt Adereth,devl. 
-o MATH-1036: Added SparseGradient to deal efficiently with first derivatives 
when the number
-        of variables is very large but most computations depend only on a few 
of the
-        variables. Thanks to Ajo Fod. 
-o MATH-1038: Added ConfidenceInterval class and BinomialConfidenceInterval 
providing several
-        estimators for confidence intervals for binomial probabilities. Thanks 
to Thorsten Schäfer. 
-o MATH-1004: Added new methods to compute the inverse of a matrix to 
"DiagonalMatrix"
-        and "MatrixUtils". Thanks to Ajo Fod. 
-o MATH-1041: "Pair": added factory method and "toString" method. Thanks to 
Sean Owen. 
-o MATH-1002: "AbstractUnivariateStatistic.test(...)" methods have uses outside 
subclasses;
-        implementation moved to MathArrays.verifyValues(...). 
-o MATH-1034: Added exact binomial test implementation. Thanks to Thorsten 
Schäfer. 
-o MATH-1018: Added overloaded constructors for subclasses of 
"RealDistribution" implementations
-        which do not require an explicit "inverseCumulativeAccuracy". The 
default accuracy will
-        be used instead. Thanks to Ajo Fod. 
-o MATH-1001: Added overloaded methods for 
"Frequency#incrementValue(Comparable, long)" with
-        int, long and char primitive arguments. Thanks to sebb. 
-o MATH-1030: Added a section to the userguide for the new package o.a.c.m.ml 
with an
-        overview of available clustering algorithms and a code example. Thanks 
to Thorsten Schäfer. 
-o MATH-1028: Added new distance metric "EarthMoversDistance". Thanks to 
Thorsten Schäfer. 
-o MATH-1025:  Added CombinatoricsUtils to the util package, moving binomial
-        coefficients, factorials and Stirling numbers there and adding
-        a combinations iterator. 
-o MATH-991:  "PolynomialSplineFunction": added method "isValidPoint" that
-        checks whether a point is within the interpolation range. 
-o MATH-989:  "BicubicSplineInterpolatingFunction": added method "isValidPoint" 
that
-        checks whether a point is within the interpolation range. 
-o MATH-1010: Utility to shuffle an array. 
-o MATH-1008: Created package ("o.a.c.m.fitting.leastsquares") for least-squares
-        fitting, with implementations of "LevenbergMarquardtOptimizer" and
-        "GaussNewtonOptimizer" adapted to a new ("fluent") API. 
-o MATH-1007: Add mode function to StatUtils class. 
-o MATH-1000: Add mode function to Frequency class. 
-o MATH-997:  Implemented Gauss-Hermite quadrature scheme (in package 
"o.a.c.m.analysis.integration.gauss"). 
-o MATH-967:  Added midpoint integration method. Thanks to Oleksandr Kornieiev. 
-o MATH-851:  Added method "MathArrays#convolve(double[], double[])" to compute 
the
-        discrete, linear convolution of two sequences. Thanks to Clemens 
Novak. 
-o MATH-977:  Added low-discrepancy random generator "HaltonSequenceGenerator". 
-o MATH-826:  Added low-discrepancy random generator "SobolSequenceGenerator". 
Thanks to Sam Halliday. 
-o MATH-973:  Added "GeometricDistribution" to "o.a.c.m.distribution" package. 
Thanks to Mauro Tortonesi. 
-o MATH-968:  Added "ParetoDistribution" to "o.a.c.m.distribution" package. 
Thanks to Alex Gryzlov. 
-o MATH-898:  Added "FuzzyKMeansClusterer" to "o.a.c.m.ml.clustering" package. 
+o MATH-1166:  New classes "BicubicInterpolatingFunction" and 
"BicubicInterpolator" to
+        replace "BicubicSplineInterpolatingFunction" and 
"BicubicSplineInterpolator". 
+o           Boundary attributes in regions now provides the BSP tree nodes that
+        were used to split the sub-hyperplane forming the boundary part of the 
facet. 
+o MATH-1144:  Interface to allow parameter validation in 
"o.a.c.m.fitting.leastsquares":
+        the point computed by by the optimizer can be modified before 
evaluation. 
+o MATH-1154:  Changed classes in the inference package that instantiate 
distributions to
+        pass null RandomGenerators to avoid initialization overhead for the 
default
+        generator. 
+o MATH-1156:  Added all Java 8 StrictMath methods to FastMath, so FastMath 
remains compatible
+        with newer Java versions. 
+o MATH-1139:  Added Gumbel, Laplace, Logistic and Nakagami distributions. 
Thanks to Alexey Volkov. 
+o MATH-1120:  Added several different estimation types and NaN handling 
strategies for Percentile. Thanks to Venkatesha Murthy. 
+o MATH-418:  Added implementation of PSquare algorithm to estimate percentiles 
without
+        storing data in memory (i.e. as StorelessUnivariateStatistic). Thanks 
to Venkatesha Murthy. 
 
 Fixed Bugs:
-o N/A:       Fixed an issue with noisy functions for ODE events detection.
-o MATH-1092: Extracted class "LineSearch" from "PowellOptimizer", to be used in
-        "NonLinearConjugateGradientOptimizer" (in place of the implementation 
that triggered this issue).
-o MATH-1115: Build properly empty polyhedrons set when given equal min/max 
boundaries. Also explained
-        better in the javadoc about some wrong usage of PolyhedronsSet 
constructor. 
-o MATH-1117: Build properly empty polygons set when given equal min/max 
boundaries. Also explained
-        better in the javadoc about some wrong usage of PolygonsSet 
constructor. 
-o MATH-1118: "Complex": Fixed compatibility of "equals(Object)" with 
"hashCode()".
-        Added new methods for testing floating-point equality between the real
-        (resp. imaginary) parts of two complex numbers. 
-o MATH-1107: Prevent penalties to grow multiplicatively in CMAES for out of 
bounds points. Thanks to Bruce A Johnson. 
-o MATH-875:  Un-deprecated RealVector.sparseIterator, documenting explicitly 
that entries
-        not iterated above are the zero ones. 
-o MATH-821:  Relaxed specification for function mapping on vectors, thus 
allowing straightforward
-        implementation for sparse vectors. 
-o MATH-1065: Calculating the inverse cumulative probability of an 
"EnumeratedRealDistribution"
-        will now return the correct result according to the selected 
enumerated probability
-        mass function. Thanks to matteodg. 
-o MATH-976:  Create additional artifact "commons-math3-x.y.z-tools.jar" as 
part of the
-        release process. This artifact contains useful tools, e.g. for 
performance testing. 
-o MATH-990:  Improved performance of "MathArrays#sortInPlace(...)". 
-o MATH-1044: Clarify javadoc of "DecompositionSolver#getInverse()" and 
corresponding implementations
-        wrt the actually returned inverse. Several decomposition 
implementations are able
-        to return a pseudo-inverse in case of a singular matrix. Thanks to 
Sean Owen. 
-o MATH-985:  Fixed an indexing problem in "BicubicSplineInterpolatingFunction" 
which
-        resulted in wrong interpolations. Thanks to Johnathan Kool. 
-o MATH-1089: "Precision#round(double, ...)" will now return negative zero for 
negative
-        values rounded to zero, similar to the float variant. 
-o MATH-1088: The iterator returned by "MultiDimensionalCounter#iterator()" 
will now
-        correctly throw a "NoSuchElementException" when calling "next()" and 
the iterator is already exhausted. 
-o MATH-1082: The cutOff mechanism of the "SimplexSolver" in package 
o.a.c.math3.optim.linear
-        could lead to invalid solutions. The mechanism has been improved in a 
way that
-        the tableau does not need to be updated anymore. Additionally, a new 
check will
-        prevent impossible solutions to be returned as valid. 
-o MATH-1079: Improved performance of "SimplexSolver" in package 
o.a.c.math3.optim.linear by
-        directly performing row operations and keeping track of the current 
basic variables. 
-o MATH-842:  Added support for different pivot selection rules to the 
"SimplexSolver" by introducing
-        the new "OptimizationData" class "PivotSelectionRule". Currently 
supported rules are:
-        Dantzig (default) and Bland (avoids cycles). 
-o MATH-1070: Fix "Precision#round(float, int, int)" when using rounding mode 
"BigDecimal.ROUND_UP"
-        and the discarded fraction is zero. Thanks to Oleksandr Muliarevych. 
-o MATH-1059: Use "FastMath" instead of "Math" within Commons Math. 
-o MATH-1068: Avoid overflow when calculating Kendall's correlation for large 
arrays. Thanks to Gal Lalouche. 
-o MATH-1067: Avoid infinite recursion in "Beta.regularizedBeta" (package 
"o.a.c.m.special"). Thanks to Florian Erhard. 
-o MATH-1056: Fixed unintended integer division error in PoissonDistribution 
sampling method. Thanks to Sean Owen. 
-o MATH-1057: Fixed failing unit tests for "BOBYQAOptimizer" when executed with 
a Oracle/Sun JVM 1.5. 
-o MATH-1062: A call to "KalmanFilter#correct(...)" may have resulted in 
"NonSymmetricMatrixException"
-        as the internally used matrix inversion method was using a too strict 
symmetry check. 
-o MATH-1058: Precision improvements (for small values of the argument) in 
"Beta" function
-        and in "LogNormalDistribution" and "WeibullDistribution". Thanks to 
Sean Owen. 
-o MATH-1055: Fixed some invalid links inside javadoc and added missing 
deprecated annotations. Thanks to Sean Owen. 
-o MATH-1051: "EigenDecomposition" may have failed to compute the decomposition 
for certain
-        non-symmetric matrices. Port of the respective bugfix in Jama-1.0.3. 
-o MATH-1047: Check for overflow in methods "pow" (class 
"o.a.c.m.util.ArithmeticUtils"). 
-o MATH-1045: "EigenDecomposition": Using tolerance for detecting whether a 
matrix is singular. Thanks to Sean Owen. 
-o MATH-1035: Simplified and improved performance of 
"ArithmeticUtils#addAndCheck(long, long)". Thanks to derphead. 
-o MATH-1029: The "BigFraction" constructor will throw a 
"FractionConversionException"
-        also in case negative values are provided which exceed the allowed 
range (+/- Integer.MAX_VALUE). 
-o MATH-1033: The "KalmanFilter" wrongly enforced a column dimension of 1 for
-        the provided control and measurement noise matrix. Thanks to Yuan Qu. 
-o MATH-1037: Fix a typo in the test class of "GeometricDistribution" and 
ensure that a meaningful
-        tolerance value is used when comparing test results with expected 
values. Thanks to Aleksei Dievskii. 
-o MATH-996:  Creating a "Fraction" or "BigFraction" object with a 
maxDenominator parameter
-        does not throw a "FractionConversionException" anymore in case the 
value is
-        very close to fraction. Thanks to Tim Allison. 
-o MATH-999:  Improve performance of "DiagonalMatrix#preMultiply(RealVector)". 
Thanks to Ajo Fod. 
-o MATH-1021: Fixed overflow in "HypergeometricDistribution". Thanks to Brian 
Bloniarz. 
-o MATH-1020: Fixed "nextPermutation" method (in 
"o.a.c.m.random.RandomDataGenerator").
-        This bug does not affect applications using a previous version of 
Commons Math. 
-o MATH-1019: Buggy (private) method "shuffle" in 
"o.a.c.m.random.RandomDataGenerator"
-        superseded by "MathArrays.shuffle" (cf. MATH-1010). 
-o MATH-1012: Created "RandomGeneratorFactory" (package "o.a.c.m.random") to 
reduce
-        code duplication in "RandomDataGenerator". 
-o MATH-1005: Fixed "MathArrays.linearCombination" when array length is 1. 
Thanks to Roman Werpachowski. 
-o MATH-993:  In "GaussNewtonOptimizer", check for convergence before updating 
the
-        parameters estimation for the next iteration. 
-o MATH-988:  Fixed NullPointerException in 2D and 3D sub-line intersections. 
Thanks to Andreas Huber. 
-o MATH-962:  Added clarification to the javadoc of "VectorFormat" and derived 
classes
-        in case "," is used as a separator. 
-o MATH-965:  Fixed inconsistent dimensions preventing use of secondary states 
in ODE events. 
+o MATH-1178:  Fixed example in userguide ("stat" section). Thanks to Dmitriy. 
+o MATH-1175:  Fixed inverse cumulative probability of 0 in 
"LaplaceDistribution". Thanks to Karsten Loesing. 
+o MATH-1174:  Fixed a problem with too thin polygons considered to have 
infinite size. 
+o MATH-1162:  Fixed a problem with vanishing cut sub-hyperplanes during BSP 
tree merging. 
+o MATH-1167:  "o.a.c.m.stat.regression.OLSMultipleLinearRegression": Use 
threshold
+        when performing "QRDecomposition". Thanks to Neil Ireson. 
+o MATH-1165:  "FuzzyKMeansClusterer" has thrown an exception in case one of 
the data
+        points was equal to a cluster center. Thanks to Pashutan Modaresi. 
+o MATH-1160:  Provide access to state derivatives in ContinuousOutputModel. 
+o MATH-1138:  Fixed bicubic spline interpolator, using Akima splines. Thanks 
to Hank Grabowski. 
+o MATH-1147:  Added statistics missing from toString method in 
SummaryStatistics. 
+o MATH-1152:  Improved performance of "EnumeratedDistribution#sample()" by 
caching
+        the cumulative probabilities and using binary rather than a linear 
search. Thanks to Andras Sereny. 
+o MATH-1148:  "MonotoneChain" did not take the tolerance factor into account 
when
+        sorting the input points. In case of collinear points this could result
+        in a "ConvergenceException" when computing the hull. Thanks to 
Guillaume Marceau. 
+o MATH-1151:  Interface "ValueAndJacobianFunction" is a precondition for lazy
+        evaluation (in "o.a.c.m.fitting.leastsquares"). 
+o MATH-1145:  Fix potential integer overflows in "MannWhitneyUTest" when 
providing
+        large sample arrays. Thanks to Anders Conbere. 
+o MATH-1149:  Fixed potential null pointer dereferencing in constructor of
+        "DummyStepInterpolator(DummyStepInterpolator)". Thanks to M Kim. 
+o MATH-1136:  Fixed BinomialDistribution to deal with degenerate cases 
correctly. Thanks to Aleksei Dievskii. 
+o MATH-1135:  "MonotoneChain" failed to generate a convex hull if only a 
minimal hull
+        shall be created (includeCollinearPoints=false) and collinear hull 
points
+        were present in the input. Thanks to Guillaume Marceau. 
+o MATH-1131:  Improve performance of 
"KolmogorovSmirnovTest#kolmogorovSmirnovTest(...)" for
+        large samples. Also changed implementation for large n to use Pelz-Good
+        approximation. Thanks to Schalk W. Cronjé. 
+o MATH-1134:  "BicubicSplineInterpolatingFunction": all fields made final and 
initialized in
+        the constructor. Added flag to request initialization, or not, of the 
internal
+        data needed for partial derivatives. 
+o MATH-984:  Constrained EmpiricalDistribution sample/getNextValue methods to 
return
+        values within the range of the data; correctly linked RandomGenerator 
to
+        superclass so that RealDistribution reseedRandomGenerator method 
works. 
+o MATH-1129:  "Percentile": wrong sorting in the presence of NaN. 
+o MATH-1127:  Fixed overflow in Precision.equals with ulps (both double and 
float versions). 
+o MATH-1125:  Performance improvements for Student's t-distribution. Thanks to 
Ajo Fod. 
+o MATH-1123:  Fixed NullPointerException when chopping-off a sub-hyperplane
+        that is exactly at a region boundary. Thanks to Aurélien Labrosse. 
+o MATH-1121:  "BrentOptimizer": increment base class iteration counter. Thanks 
to Ajo Fod. 
 
 Changes:
-o N/A:       Bracketing utility for univariate root solvers returns a tighter 
interval than before.
-        It also allows choosing the search interval expansion rate, supporting 
both linear
-        and asymptotically exponential rates. 
-o MATH-437:  Added KolmogorovSmirnovTest class, deprecating 
KolmogorovSmirnovDistribution. 
-o MATH-1099: Make QR the default in GaussNewtonOptimizer. Thanks to Evan Ward. 
-o MATH-1099: Add Cholesky option to GaussNewtonOptimizer. Thanks to Evan Ward. 
-o MATH-1099: Make QR in GaussNewton faster and more accurate. Thanks to Evan 
Ward. 
-o MATH-870:  The sparse vector and matrix classes have been un-deprecated. 
This is a reversal
-        of a former decision, as we now think we should adopt a generally 
accepted
-        behavior which is ... to ignore the problems of NaNs and infinities in
-        sparse linear algebra entities. 
-o MATH-1050: Deprecated "ArithmeticUtils#pow(int, long)" and 
"ArithmeticUtils#pow(long, long)"
-        in favor of corresponding methods "ArithmeticUtils#pow(..., int)". 
-o MATH-1080: The "LinearConstraintSet" will now return the enclosed collection 
of "LinearConstraint"
-        objects in the same order as they have been added. 
-o MATH-1031: Added new class "ClusterEvaluator" to evaluate the result of a 
clustering algorithm
-        and refactored existing evaluation code in 
"MultiKMeansPlusPlusClusterer"
-        into separate class "SumOfClusterVariances". Thanks to Thorsten 
Schäfer. 
-o MATH-1039: Added logDensity methods to AbstractReal/IntegerDistribution with 
naive default
-        implementations and improved implementations for some current 
distributions. Thanks to Aleksei Dievskii. 
-o MATH-1011: Improved implementation of "sample" method of 
"UniformIntegerDistribution". 
-o MATH-1006: Enabled LaTeX expressions in javadoc and site docs via MathJax. 
-o MATH-995:  Documented limitation of "IterativeLegendreGaussIntegrator" 
(added warning about potential wrong usage). 
-o MATH-987:  Added append method to SimpleRegression, making this class 
map/reducible. Thanks to Ajo Fod. 
-o MATH-978:  Added append method to StorelessCovariance, making this class 
map/reducible. Thanks to Ajo Fod. 
+o           Spurious vertices in the middle of otherwise straight edges are now
+        filtered out when rebuilding polygons boundaries from BSP trees. 
+o MATH-1128:  Added lazy evaluation to "LeastSquaresFactory" (in 
"o.a.c.m.fitting.leastsquares")
+        to avoid evaluating the model when the optimization algorithm does not 
actually
+        require it. 
 
 
 For complete information on Apache Commons Math, including instructions on how 
to submit bug reports,
 patches, or suggestions for improvement, see the Apache Commons Math website:
 
 http://commons.apache.org/proper/commons-math/
+
+

http://git-wip-us.apache.org/repos/asf/commons-math/blob/09129d53/src/changes/changes.xml
----------------------------------------------------------------------
diff --git a/src/changes/changes.xml b/src/changes/changes.xml
index d241c57..22a5143 100644
--- a/src/changes/changes.xml
+++ b/src/changes/changes.xml
@@ -53,10 +53,15 @@ If the output is not quite correct, check for invisible 
trailing spaces!
     <release version="3.4" date="TBD" description="
 This is a minor release: It combines bug fixes and new features.
  Changes to existing features were made in a backwards-compatible
- way such as to allow drop-in replacement of the v3.x JAR file.
+ way such as to allow drop-in replacement of the v3.3 JAR file.
   
 Most notable among the new features are:
- XXX
+ new distributions (Gumbel, Laplace, Logistic, Nakagami), and
+ improvements on percentiles algorithms (better handling for NaNs
+ in the regular algorithm, plus a new storeless implementation).
+ Bicubic splines interpolators have been fixed and new implementations
+ added. There have been numerous bug fixes and several improvements
+ on performances or robustness. See below for a full list) 
   
 The minimum version of the Java platform required to compile and use
  Apache Commons Math is Java 5.

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