Software

The following is a list of my binaries and source codes related on Pattern Recognition, Machine Learning, Wavelet Analysis and their applications. All of them only have a command line interface. These programs can be freely copied and redistribuited for academic purposes. If you encounter any problems with these files, please contact me.
Linux users may download .tar.gz files, some of them contain both sources and binaries. Windows users may download .zip files (executables are not included). Some algorithms have been also written as M-files for MATLAB.

Pattern Recognition algorithms can be easily tested using the iris dataset. For example, you can use 20% for training ( iris_train.txt), and the remaining 80% for testing (iris_test.txt).

• Feature values normalization
  [readme][normalize.zip][normalize.tar.gz]
  
  
• Splitting data into training and testing sets for cross-validation
  [readme][crossvalfiles.zip][crossvalfiles.tar.gz]
  
  
• Fast Fourier Transform (Cooley-Tukey algorithm)
  [readme][fft.zip]
  
  
• Discrete Hartley transform
  [readme][hartley.zip]
  
  
• k-Nearest-Neighbor Rule
  [readme][knn.zip][knn.tar.gz][knn.m]
  
  
• k-Nearest-Feature-Line Rule
  [readme][knfl.zip][knfl.tar.gz][knfl.m]
  
  
• k-Nearest-Feature-Plane Rule
  [readme][knfp.zip][knfp.tar.gz][knfp.m]
  
  
• Nearest-Feature-Space Rule
  [readme][nfs.zip][nfs.tar.gz][nfs.m]
  
  
• Eigenfaces
  [readme][eigenfaces.zip][eigenfaces.tar.gz]

Compilers and Libraries

Dev-C++:

An Integrated Development Environment (IDE) for the C/C++ programming language. Download the following files:
Version 4.0

• [devcpp_4.zip]: Dev-C++ 4.0 (IDE).
• [devcpp401.zip]: Dev-C++ 4.01 update
• [insight5_win32.zip]: Debugger Insight 5.

GNU Scientific Library (GSL):

A collection of C routines for numerical computing. If you have a Linux System then most likely you already have this library. Windows users can get it in binary from here. To install and use GSL on a Windows System with Dev-C++, read the following note: [GSLdevcpp.pdf]

GNU Fortran G77 for Win32:

A free Fortran compiler produced by the Free Software Foundation. Files can be downloaded from the official web site.

Dev-Pascal:

A full-featured integrated development environment (IDE), which is able to create Windows or console-based Pascal programs using the Free Pascal or GNU Pascal compilers. Download it from Bloodshed.

Just BASIC:

An Integrated Development Environment (IDE) for BASIC. Download the installer from here.

Useful manuals

• M. Galassi et. al., GNU Scientific Library. Free Software Foundation, 2003.
  [ps.gz][html]
  
  
• C. G. Page, Professional Programmmer's Guide to Fortran77. UK: University of Leicester, 1995.
  [pdf][ps][ps.gz][tex.gz][html]
  
  

| Top