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ID: 27115, Dew Lab Studio

by Janez Atmapuri Makovsek Email: Anonymous


Dew Lab Studio includes MtxVec math library and additional signal analysis (DSP Master) and statistical analysis (Stats Master) add-on packages. Multi-core, high-performance numerical routines covering wide range of applications. Several debugger visualizers included.
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For Delphi, Version 10.0  to 14.0 24 downloads
Copyright: All rights reserved


Size: 24,487,989 bytes
Updated on Mon, 03 Aug 2009 06:31:49 GMT
Originally uploaded on Mon, 03 Aug 2009 05:37:12 GMT
SHA1 Hash: 61D36C5A36D7776D3BA0F19C2F75E687DA2227E2
MD5 Hash: 65F25AAA70DF761F9113CA60A2601900

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Description
Dew Lab Studio includes MtxVec math library and additional signal analysis (DSP Master) and statistical analysis (Stats Master) add-on packages. Multi-core, high-performance numerical routines covering wide range of applications. Several debugger visualizers included.

Features include:
- fast object oriented numerical library
- take advantage of multi core CPU's automatically in your numerical applications.
- 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 auto-correlations.
- arbitrary functions of matrix including square root of matrix and logarithm of matrix
- Customizable debugger visualizers for 1D and 2D arrays, list of strings, vectors and matrices.

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. Component based filter design editor.
- 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
- interpolated FIR filters, DCT/IDCT
- fast rate conversion algorithms for arbitrary factor

Data Mining
- Naive Bayes, KNN and Linear Classifier algorithms for machine learning and classification.

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