MathNet.Numerics 3.7.0

Statistics: RunningStatistics now propagates min/max on Combine, handles NaN on Push. Statistics: new MovingStatistics providing descriptive statistics over a moving window ~Marcus Cuda Statistics: new Statistics.MovingAverage. Statistics: Improved Histogram handling of small-width buckets ~Justin Needham Distributions: ChiSquare.InvCDF ~logophobia FFT: Fourier.FrequencyScale to generate the frequency corresponding to each index in frequency space. BUG: FFT: fix Bluestein algorithm for sequences with more than 46341 samples but not power-of-two. Linear Algebra: SparseVector.AbsoluteMaximumIndex ~Matt Heffron MKL Native Provider: OSX build script ~Marcus Cuda MKL Native Provider: new combined NuGet package with a proper build target (no more manual file handling needed). OpenBLAS Native Provider: a new linear algebra provider using OpenBLAS ~Kuan Bartel CUDA Native Provider: a new GPU-based linear algebra provider using Nvidia CUDA ~Matthew A. Johnson Native Providers: now versioned separately for each kind (MKL, CUDA, OpenBLAS).