Stan Math Library Release Notes
======================================================================

v.2.14.0 (26 December 2016)
======================================================================

Bug Fixes
--------------------------------------------------
* neg_binomial_2_log problem with large values of phi (#463)

Other
--------------------------------------------------
* Remove check_equal() function (#398)

v2.13.0 (25 November 2016)
======================================================================

New Features
--------------------------------------------------
* vectorization of unary functions (#347)
* specialized gradients for cove_exp_quad for amplitude and/or length-scale
  parameters and input data (#353)
* math library is consistent with Eigen 3.2.9 and 3.3.0 (#432, #429)
* added choose(n, k) function (#400)
* added bernoulli_logit_rng function (#258)

Bug Fixes
--------------------------------------------------
* beta_rng no longer returns NaN
* fixed memory issue with cholesky_decompose in reverse-mode (#415)
* no more mulitple definitions when including Stan headers in
  multiple source files (#394)
* fixed broken _MSC_VER conditionals and remove math.h includes (#370)

Other
--------------------------------------------------
* chi-square test in RNG testing pulled into utility function (#412)
* error check functions are now all void functions (#382)
* remove math.h includes (#277)
* update to Boost 1.62.0 (#435)



v2.12.0 (6 September 2016)
======================================================================

New Features
--------------------------------------------------
* update to Eigen 3.2.9 (#362)
* lots of unary functions vectorized (#202)
* reverse-mode gradients for matrix/matrix multiply,
  matrix/vector multiply, and vector/vector multiply
  received rewrites and significant speed ups for
  large matrices/vectors (#323)

Bug Fixes
--------------------------------------------------
* fixed exception handling with CVODES for g++6 (#348)
* squashed warnings with g++6 (#345)
* enforce symmetry on cov_matrix parameter inverse transform (#342)
* added int overload for log(), exp(), log2(), and log1p() to resolve
  ambiguity with g++6 (#327)
* sort_asc and sort_desc check for NaN (#253)
* wiener_log: raise exception for tau >= y (#150)
* stopped printing matrices in check functions (#146)
* added check for positive definiteness in multi_normal_rng (#44)


Other
--------------------------------------------------
* added multi-core to travis builds (#373)
* fixed makefile to recognize N_TESTS (#367)
* updated error message for check_bounded() (#332)
* made the use of stan::math namespace within the math library
  more consistent (#331)
* reimplemented integer division (#329)
* added test for multiple translation units (#328)
* updated costs for Eigen::NumTraits (#233)
* worked on getting the Math library working with Eigen 3.3-beta (#187)




v2.11.0 (27 July 2016)
======================================================================

New Features
--------------------------------------------------
* vectorization of a many unary math functions (#202)

Bug Fixes
--------------------------------------------------
* throw exception on integer divide by 0 (#321)
* allow inclusing of Stan headers in multiple translation units (#311)





v2.10.0 (15 June 2016)
======================================================================

New Features
--------------------------------------------------
* append_row and append_col for scalars (stan-dev/stan #1347)
* PYTHON2 property in makefile for 2.x requirement for
  cpplint (#300)
* refactored general ODE interface and add CVODES bdf
  integrator (#262, #293, #281, #284, #288)
* rename integrate_ode to integrate_ode_rk45 (#292)
* update to Eigen 3.2.8 (#256)
* efficiency improvement in value_of and value_of_rec (#249)
* generalize dependencies in runTests.py (#247)
* untangle include dependencies, add finer headers (#246)
* std::vector version of value_of and value_of_rec (#243)
* doc for is_vector_like and more tests (#241)
* issue and pull-request templates on GitHub (#237)
* top-level includes by shape and autodiff type (#236)
* upgrade to Boost 1.60 (#221)
* unary vectorization infrastructure (#202)
* ODE integrator fails if precision not reachable (#179)

Bug Fixes
--------------------------------------------------
* fix elementwise division argument cast problem with 
  operator/(matrix, var) not compiling (#290)
* fix QR decomposition segfault for no-square matrices (#286)
* fix off-by-one bug in nested Jacobian autodiff in degenerate
  set_zero_all_adjoints_nested() call (#278)
* squash compiler warnings in OperandsAndPartials (#274)
* ifdef out residual Sundials (CVODES) print statements (#257)
* fix binomial coefficient branch to remove integer division and
  rounding (#239)
* refine clean-all make target to remove .d files (#234)
* fix Jacobian bug returning transposed result (#230)
* include stdexcept so container_view header compiles (#223)






v2.9.0 (3 December 2015)
======================================================================
New Features
--------------------------------------------------
* Added container_view (#103)
* Improved derivative calculation for beta_cdf (#124)
* Gradients computed for cholesky_decompose (#125)
* Added functions for sparse matrix multiplication (#159)
* Changed the unit_vector transformation (#204)

Bug Fixes
--------------------------------------------------
* Check inputs for cholesky_decompose (#48)
* Fixed documentation for wiener.hpp (#140)

Other
--------------------------------------------------
* Cleaned up couple_ode_system for clarity (#180)
* Additional forward mode specializations (#16, #17)
* Removed unused chaintable base class (#183)
* Updated clang++ compiler options to supress warnings (#197)
* Fixed some unit tests (#199)
* Replaced top-level using statements (#207)


v2.8.0 (8 September 2015)
======================================================================
New Features
--------------------------------------------------
* Added standard normal quantile function (#148)
* Add sparse matrix (csr format) by dense vector multiplication (#127)
* Faster derivative calculation for cholesky (#125)
* Fixes for MSVC 2008 and 2010 (#134)

Bug Fixes
--------------------------------------------------
* Fixed unit test for `mdivide_right_spd` (#153)
* Reduced compiler warnings for sing comparisons for sign functions (#151)
* Fixed gitignore for test directory (#149)
* Better assignment error messages (#146)


v2.7.0 (8 July 2015; first independent release)
======================================================================
First release
--------------------------------------------------
* Previously included as part of Stan
* Release numbering started at release number of Stan
* All work done up to and including the release of Stan Math 2.7.0
  is documented under the Stan C++ 2.7.0 release notes
