#3022: hyp1f1: better handling of large negative arguments
#3107: ENH: Add ordered QZ decomposition
#4390: ENH: Allow axis and keepdims arguments to be passed to scipy.linalg.norm.
#4671: ENH: add axis to sparse norms
#4796: ENH: Add cut tree function to scipy.cluster.hierarchy
#4809: MAINT: cauchy moments are undefined
#4821: ENH: stats: make distribution instances picklable
#4839: ENH: Add scipy.special.exprel relative error exponential ufunc
#4859: Logsumexp fixes - allows sign flags and b==0
#4865: BUG: scipy.io.mmio.write: error with big indices and low precision
#4869: add as_inexact option to _lib._util._asarray_validated
#4884: ENH: Finite difference approximation of Jacobian matrix
#4890: ENH: Port cKDTree query methods to C++, allow pickling on Python…
#4892: how much doctesting is too much?
#4896: MAINT: work around a possible numpy ufunc loop selection bug
#4898: MAINT: A bit of pyflakes-driven cleanup.
#4899: ENH: add ‘alternative’ keyword to hypothesis tests in stats
#4903: BENCH: Benchmarks for interpolate module
#4905: MAINT: prepend underscore to mask_to_limits; delete masked_var.
#4906: MAINT: Benchmarks for optimize.leastsq
#4910: WIP: Trimmed statistics functions have inconsistent API.
#4912: MAINT: fix typo in stats tutorial. Closes gh-4911.
#4914: DEP: deprecate scipy.stats.ss and scipy.stats.square_of_sums.
#4924: MAINT: if the imaginary part of logm of a real matrix is small,…
#4930: BENCH: Benchmarks for signal module
#4941: ENH: update find_repeats.
#4942: MAINT: use np.float64_t instead of np.float_t in cKDTree
#4944: BUG: integer overflow in correlate_nd
#4951: do not ignore invalid kwargs in distributions fit method
#4958: Add some detail to docstrings for special functions
#4961: ENH: stats.describe: add bias kw and empty array handling
#4963: ENH: scipy.sparse.coo.coo_matrix.__init__: less memory needed
#4968: DEP: deprecate stats.f_value* and mstats.f_value* functions.
#4969: ENH: review stats.relfreq and stats.cumfreq; fixes to stats.histogram
#4971: Extend github source links to line ranges
#4972: MAINT: impove the error message in validate_runtests_log
#4976: DEP: deprecate scipy.stats.threshold
#4977: MAINT: more careful dtype treatment in block diagonal matrix…
#4979: ENH: distributions, complex arguments
#4984: clarify dirichlet distribution error handling
#4992: ENH: stats.fligner and stats.bartlett empty input handling.
#4996: DOC: fix stats.spearmanr docs
#4997: Fix up boxcox for underflow / loss of precision
#4998: DOC: improved documentation for stats.ppcc_max
#5000: ENH: added empty input handling scipy.moment; doc enhancements
#5003: ENH: improves rankdata algorithm
#5005: scipy.stats: numerical stability improvement
#5007: ENH: nan handling in functions that use stats._chk_asarray
#5009: remove coveralls.io
#5010: Hypergeometric distribution log survival function
#5014: Patch to compute the volume and area of convex hulls
#5015: DOC: Fix mistaken variable name in sawtooth
#5016: DOC: resample example
#5017: DEP: deprecate stats.betai and stats.chisqprob
#5018: ENH: Add test on random inpu to volume computations
#5026: BUG: Fix return dtype of lil_matrix.getnnz(axis=0)
#5030: DOC: resample slow for prime output too
#5033: MAINT: integrate, special: remove unused R1MACH and Makefile
#5034: MAINT: signal: lift max_len_seq validation out of Cython
#5035: DOC/MAINT: refguide / doctest drudgery
#5041: BUG: fixing some small memory leaks detected by cppcheck
#5044: [GSoC] ENH: New least-squares algorithms
#5050: MAINT: C fixes, trimmed a lot of dead code from Cephes
#5057: ENH: sparse: avoid densifying on sparse/dense elementwise mult
#5058: TST: stats: add a sample distribution to the test loop
#5061: ENH: spatial: faster 2D Voronoi and Convex Hull plotting
#5065: TST: improve test coverage for stats.mvsdist and stats.bayes_mvs
#5066: MAINT: fitpack: remove a noop
#5067: ENH: empty and nan input handling for stats.kstat and stats.kstatvar
#5071: DOC: optimize: Correct paper reference, add doi
#5072: MAINT: scipy.sparse cleanup
#5073: DOC: special: Add an example showing the relation of diric to…
#5075: DOC: clarified parameterization of stats.lognorm
#5076: use int, float, bool instead of np.int, np.float, np.bool
#5078: DOC: Rename fftpack docs to README
#5081: BUG: Correct handling of scalar ‘b’ in lsmr and lsqr
#5082: loadmat variable_names: don’t confuse [] and None.
#5083: Fix integrate.fixed_quad docstring to indicate None return value
#5086: Use solve() instead of inv() for gaussian_kde
#5090: MAINT: stats: add explicit _sf, _isf to gengamma distribution
#5094: ENH: scipy.interpolate.NearestNDInterpolator: cKDTree configurable
#5098: DOC: special: fix typesetting in *_-roots quadrature functions
#5099: DOC: make the docstring of stats.moment raw
#5104: DOC/ENH fixes and micro-optimizations for scipy.linalg
#5105: enh: made l-bfgs-b parameter for the maximum number of line search…
#5106: TST: add NIST test cases to stats.f_oneway
#5110: [GSoC]: Bounded linear least squares
#5111: MAINT: special: Cephes cleanup
#5118: BUG: FIR path failed if len(x) < len(b) in lfilter.
#5124: ENH: move the filliben approximation to a publicly visible function
#5126: StatisticsCleanup: stats.kruskal review
#5130: DOC: update PyPi trove classifiers. Beta -> Stable. Add license.
#5131: DOC: differential_evolution, improve docstring for mutation and…
#5132: MAINT: differential_evolution improve init_population_lhs comments…
#5133: MRG: rebased mmio refactoring
#5135: MAINT: stats.mstats consistency with stats.stats
#5139: TST: linalg: add a smoke test for gh-5039
#5140: EHN: Update constants.codata to CODATA 2014
#5145: added ValueError to docstring as possible error raised
#5146: MAINT: Improve implementation details and doc in stats.shapiro
#5147: [GSoC] ENH: Upgrades to curve_fit
#5150: Fix misleading wavelets/cwt example
#5152: BUG: cluster.hierarchy.dendrogram: missing font size doesn’t…
#5153: add keywords to control the summation in discrete distributions…
#5156: DOC: added comments on algorithms used in Legendre function
#5158: ENH: optimize: add the Hungarian algorithm
#5162: FIX: Remove lena
#5164: MAINT: fix cluster.hierarchy.dendrogram issues and docs
#5166: MAINT: changed stats.pointbiserialr to delegate to stats.pearsonr
#5167: ENH: add nan_policy to stats.kendalltau.
#5168: TST: added nist test case (Norris) to stats.linregress.
#5169: update lpmv docstring
#5171: Clarify metric parameter in linkage docstring
#5172: ENH: add mode keyword to signal.spectrogram
#5177: DOC: graphical example for KDTree.query_ball_point
#5179: MAINT: stats: tweak the formula for ncx2.pdf
#5188: MAINT: linalg: A bit of clean up.
#5189: BUG: stats: Use the explicit formula in stats.genextreme.entropy
#5193: BUG: fix uninitialized use in lartg
#5194: BUG: properly return error to fortran from ode_jacobian_function
#5198: TST: Fix TestCtypesQuad failure on Python 3.5 for Windows
#5201: allow extrapolation in interp1d
#5209: MAINT: Change complex parameter to boolean in Y_()
#5213: BUG: sparse: fix logical comparison dtype conflicts
#5216: BUG: sparse: fixing unbound local error
#5218: DOC and BUG: Bessel function docstring improvements, fix array_like,…
#5222: MAINT: sparse: fix COO ctor
#5224: DOC: optimize: type of OptimizeResult.hess_inv varies
#5228: ENH: Add maskandscale support to netcdf; based on pupynere and…
#5229: DOC: sparse.linalg.svds doc typo fixed
#5234: MAINT: sparse: simplify COO ctor
#5235: MAINT: sparse: warn on todia() with many diagonals
#5236: MAINT: ndimage: simplify thread handling/recursion + constness
#5239: BUG: integrate: Fixed issue 4118
#5241: qr_insert fixes, closes #5149
#5246: Doctest tutorial files
#5247: DOC: optimize: typo/import fix in linear_sum_assignment
#5248: remove inspect.getargspec and test python 3.5 on Travis CI
#5250: BUG: Fix sparse multiply by single-element zero
#5261: Fix bug causing a TypeError in splrep when a runtime warning…
#5262: Follow up to 4489 (Addition LAPACK routines in linalg.lstsq)
#5264: ignore zero-length edges for default epsilon
#5269: DOC: Typos and spell-checking
#5272: MAINT: signal: Convert array syntax to memoryviews
#5273: DOC: raw strings for docstrings with math
#5274: MAINT: sparse: update cython code for MST
#5278: BUG: io: Stop guessing the data delimiter in ARFF files.
#5289: BUG: misc: Fix the Pillow work-around for 1-bit images.
#5291: ENH: call np.correlate for 1d in scipy.signal.correlate
#5294: DOC: special: Remove a potentially misleading example from the…
#5295: Simplify replacement of fftpack by pyfftw
#5296: ENH: Add matrix normal distribution to stats
#5297: Fixed leaf_rotation and leaf_font_size in Python 3
#5303: MAINT: stats: rewrite find_repeats
#5307: MAINT: stats: remove unused Fortran routine
#5313: BUG: sparse: fix diags for nonsquare matrices
#5315: MAINT: special: Cephes cleanup
#5316: fix input check for sparse.linalg.svds
#5319: MAINT: Cython code maintenance
#5328: BUG: Fix place_poles return values
#5329: avoid a spurious divide-by-zero in Student t stats
#5334: MAINT: integrate: miscellaneous cleanup
#5340: MAINT: Printing Error Msg to STDERR and Removing iterate.dat
#5347: ENH: add Py3.5-style matmul operator (e.g. A @ B) to sparse linear…
#5350: FIX error, when reading 32-bit float wav files
#5351: refactor the PCHIP interpolant’s algorithm
#5354: MAINT: construct csr and csc matrices from integer lists
#5359: add a fast path to interp1d
#5364: Add two fill_values to interp1d.
#5365: ABCD docstrings
#5366: Fixed typo in the documentation for scipy.signal.cwt() per #5290.
#5367: DOC updated scipy.spatial.Delaunay example
#5368: ENH: Do not create a throwaway class at every function call
#5372: DOC: spectral: fix reference formatting
#5375: PEP8 amendments to ffpack_basic.py
#5377: BUG: integrate: builtin name no longer shadowed
#5381: PEP8ified fftpack_pseudo_diffs.py
#5385: BLD: fix Bento build for changes to optimize and spatial
#5386: STY: PEP8 amendments to interpolate.py
#5387: DEP: deprecate stats.histogram
#5388: REL: add “make upload” command to doc/Makefile.
#5389: DOC: updated origin param of scipy.ndimage.filters.convolve
#5395: BUG: special: fix a number of edge cases related to x = np.inf.
#5398: MAINT: stats: avoid spurious warnings in lognorm.pdf(0, s)
#5407: ENH: stats: Handle mu=0 in stats.poisson
#5409: Fix the behavior of discrete distributions at the right-hand…
#5412: TST: stats: skip a test to avoid a spurious log(0) warning
#5413: BUG: linalg: work around LAPACK single-precision lwork computation…
#5414: MAINT: stats: move creation of namedtuples outside of function…
#5415: DOC: fix up sections in ToC in the pdf reference guide
#5416: TST: fix issue with a ctypes test for integrate on Fedora.
#5418: DOC: fix bugs in signal.TransferFunction docstring. Closes gh-5287.
#5419: MAINT: sparse: fix usage of NotImplementedError
#5420: Raise proper error if maxiter < 1
#5422: DOC: changed documentation of brent to be consistent with bracket
#5444: BUG: gaussian_filter, BPoly.from_derivatives fail on numpy int…
#5445: MAINT: stats: fix incorrect deprecation warnings and test noise
#5446: DOC: add note about PyFFTW in fftpack tutorial.
#5459: DOC: integrate: Some improvements to the differential equation…
#5465: BUG: Relax mstats kurtosis test tolerance by a few ulp
#5471: ConvexHull should raise ValueError for NaNs.
#5473: MAINT: update decorators.py module to version 4.0.5
#5476: BUG: imsave searches for wrong channel axis if image has 3 or…
#5477: BLD: add numpy to setup/install_requires for OS X wheels
#5479: ENH: return Jacobian/Hessian from BasinHopping
#5484: BUG: fix ttest zero division handling
#5486: Fix crash on kmeans2
#5491: MAINT: Expose parallel build option to runtests.py
#5494: Sort OptimizeResult.__repr__ by key
#5496: DOC: update the author name mapping
#5497: Enhancement to binned_statistic: option to unraveled returned…
#5498: BUG: sparse: fix a bug in sparsetools input dtype resolution
#5500: DOC: detect unprintable characters in docstrings
#5505: BUG: misc: Ensure fromimage converts mode ‘P’ to ‘RGB’ or ‘RGBA’.
#5514: DOC: further update the release notes
#5515: ENH: optionally disable fixed-point acceleration
#5517: DOC: Improvements and additions to the matrix_normal doc
#5518: Remove wrappers for LAPACK deprecated routines
#5521: TST: skip a linalg.orth memory test on 32-bit platforms.
#5523: DOC: change a few floats to integers in docstring examples
#5524: DOC: more updates to 0.17.0 release notes.
#5525: Fix to minor typo in documentation for scipy.integrate.ode
#5527: TST: bump arccosh tolerance to allow for inaccurate numpy or…
#5535: DOC: signal: minor clarification to docstring of TransferFunction.
#5538: DOC: signal: fix find_peaks_cwt documentation
#5545: MAINT: Fix typo in linalg/basic.py
#5547: TST: mark TestEig.test_singular as knownfail in master.
#5550: MAINT: work around lstsq driver selection issue
#5556: BUG: Fixed broken dogbox trust-region radius update
#5561: BUG: eliminate warnings, exception (on Win) in test_maskandscale;…
#5567: TST: a few cleanups in the test suite; run_module_suite and clearer…
#5568: MAINT: simplify poisson’s _argcheck
#5569: TST: bump GMean test tolerance to make it pass on Wine
#5572: TST: lstsq: bump test tolerance for TravisCI
#5573: TST: remove use of np.fromfile from cluster.vq tests
#5576: Lapack deprecations
#5579: TST: skip tests of linalg.norm axis keyword on numpy <= 1.7.x
#5582: Clarify language of survival function documentation
#5583: MAINT: stats/tests: A bit of clean up.
#5588: DOC: stats: Add a note that stats.burr is the Type III Burr distribution.
#5595: TST: fix test_lamch failures on Python 3
#5600: MAINT: Ignore spatial/ckdtree.cxx and .h
#5602: Explicitly numbered replacement fields for maintainability
#5605: MAINT: collection of small fixes to test suite
#5614: Minor doc change.
#5624: FIX: Fix interpolate
#5625: BUG: msvc9 binaries crash when indexing std::vector of size 0
#5635: BUG: misspelled __dealloc__ in cKDTree.
#5642: STY: minor fixup of formatting of 0.17.0 release notes.
#5643: BLD: fix a build issue in special/Faddeeva.cc with isnan.
#5661: TST: linalg tests used stdlib random instead of numpy.random.
#5682: backports for 0.17.0
#5696: Minor improvements to least_squares’ docstring.
#5697: BLD: fix for isnan/isinf issues in special/Faddeeva.cc
#5720: TST: fix for file opening error in fftpack test_import.py
#5722: BUG: Make curve_fit respect an initial guess with bounds
#5726: Backports for v0.17.0rc2
#5727: API: Changes to least_squares API
