by Nikolai Shokhirev

ABC tutorials |

- Forward Algorithm
- Backward Algorithm
- Viterbi Algorithm
- Posterior decoding
- Baum-Welch algorithm

- Feed-Forward Networks
- Back propagation

**uFMM** - Pascal translation of FORTRAN
procedures from the classic textbook by Forsythe-Malcolm-Moler (Extraction from
PasMatLib).

- Solution of linear system, a*x = b
- Decomposes a matrix by Gaussian elimination
- Cubic spline routines
- Quanc8 - automatic adaptive integration routine
- RKF45 - integrate a system of ODE by the Fehlberg fourth-fifth order Runge-Kutta method
- Routines for finding zeroes and minima.
- SVD - Singular Value Decomposition

The source can be downloaded **here**;
Delphi3+

Some other algorithms are included in **PasMatLib**
and **CppMAtLib**
libraries.

- Signal processing, Spectral analysis, FFT
- 13 Dimensional Low Discrepancy Sobol Sequences
- Pseudo-random number generator
- Levenberg-Marquardt fit and optimization
- Linear algebra
- (More needs to be prepared for publication)

Check also **Genetic Algorithm** **here**.

ABC tutorials |

©Nikolai Shokhirev, 2001-2009