Dew Lab Studio for .NET 2014
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ABOUT Dew Lab Studio for .NET
Dew Lab Studio includes Dew Math library and additional signal analysis (Dew Signal) and statistical analysis (Dew Stats) add-on packages. Features include: - fast object oriented numerical library for VS2005, VS2008, VS2010, VS2012, VS2013 - support for 64bit native mode - take advantage of multi core CPU's automatically in your numerical applications - ability to achieve optimal performance for numerical algorithms and speed up .NET floating point by 3-10x matching the speed of highly optimized unmanaged code. - LAPACK 3.4 based - Complete support for complex numbers for all functions. - Rich set of matrix and vector functions and operators. - Solver for banded sparse matrices, Iterative sparse solvers, Direct sparse solver for non-symmetric matrices. Conversions support Banded, Dense, Sparse and Triplets matrix formats - 23 probability distributions (PDF, CDF and inverse CDF function), special functions, optimization routines, random generators and distribution parameter estimation. - superfast vectorized math expression parser and evaluator - 1D and 2D FFT's, correlations and autocorrelations. - arbitrary functions of matrix including square root of matrix and logarithm of matrix Statistics - Descriptive statistics - Hypothesis testing - Weighted/unweigted linear and multiple linear regression. - Weighted/unweighted non-linear regression - Time series analysis (ARMA, ARIMA, ARAR, MA, AR, ...) - PCA, multivariante analysis, ... Signal processing - IIR filters (Cheybshev I and II, Butterworth and Elliptic). - FIR filters (Remez and Kaiser) with complete filter design support. - Standard and extended Kalman filtering - Modulators/demodulators - Non-linear filters - Spectral analysis, cross spectral analysis and higher order bispectral analysis - Conversions between different forms of transfer function - Audio recording and playback components including ASIO - interpolated FIR filters, DCT/IDCT - real factor rate conversion