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Dew Lab Studio for Delphi/C++
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Version
2012
Dew Lab Studio includes MtxVec math library and
additional signal analysis (DSP Master) and statistical
analysis (Stats Master) add-on packages.
Features include:
- fast object oriented numerical library
- Intel AVX, SSE4, Open CL and 64bit support enabled.
- super conductive memory manager allows linear scaling
with number of CPU cores.
- LAPACK 3.1 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.
- fast 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
- optimized integer math library.
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-II, Butterworth and Elliptic).
- FIR filters (Remez and Kaiser) with complete filter
design support.
- Signal forecasting
- Standard and extended Kalman 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 high accuracy fast rate conversion
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