(→Libraries) |
(→Libraries) |
||
| (8 intermediate revisions by 5 users not shown) | |||
| Line 10: | Line 10: | ||
* Efficient Algorithms for K-Means [http://www.cs.umd.edu/~mount/Projects/KMeans] | * Efficient Algorithms for K-Means [http://www.cs.umd.edu/~mount/Projects/KMeans] | ||
| + | |||
| + | |||
| + | == Decision Tree Tools == | ||
| + | |||
| + | * Commercial and Free Software for Classification using Decision Trees: [http://www.kdnuggets.com/software/classification-decision-tree.html#tree-free] | ||
== Libraries == | == Libraries == | ||
| − | * | + | * [http://www.csie.ntu.edu.tw/~cjlin/libsvm LIBSVM] - A Library for Support Vector Machines |
| + | |||
| + | * [http://leenissen.dk/fann/ FANN] - A Library for Artificial Neural Networks - It's a open source C library with bindings from most of the popular programming languages, such as C/C++, perl, python, matlab, etc... | ||
| + | |||
| + | * [[Script to convert data from the LIBSVM to the FANN format_OldKiwi]] | ||
| + | |||
| + | * Another script to [[Convert LIBSVM to FANN python_OldKiwi]] | ||
| − | * | + | * [http://www.ncrg.aston.ac.uk/netlab/] - The Netlab library includes software implementations of a wide range of data analysis techniques, many of which are not yet available in standard neural network simulation packages |
== Mathematical Open-Source Packages == | == Mathematical Open-Source Packages == | ||
Latest revision as of 17:13, 21 April 2008
Contents
Open-Source Mathematical Software
- A.I Solver Studio 1.0 [1] - This is a very simple to use pattern recognition tool. The tool uses artificial intelligence techniques like neural networks and genetic algorithms to find an optimal solution to classification problems. This description was extracted from the download site of the tool.
- Multiple links to pattern recognition tools [2] - This site contains a list of commercial and freeware pattern recognition tools. Some of the applications that you can find deal with character recognition, face recognition, speech recognition, computer vision, and coin recognition.
- Classifiers Source Code[3]
Clustering Tools
- Efficient Algorithms for K-Means [4]
Decision Tree Tools
- Commercial and Free Software for Classification using Decision Trees: [5]
Libraries
- LIBSVM - A Library for Support Vector Machines
- FANN - A Library for Artificial Neural Networks - It's a open source C library with bindings from most of the popular programming languages, such as C/C++, perl, python, matlab, etc...
- Another script to Convert LIBSVM to FANN python_OldKiwi
- [6] - The Netlab library includes software implementations of a wide range of data analysis techniques, many of which are not yet available in standard neural network simulation packages
Mathematical Open-Source Packages
- Scilab_OldKiwi - A opensource matlab-like software environment developed at INRIA
- The R Project_OldKiwi - A free software environment for statistical computing (aka GNU S)
Packages available from www.kernel-machines.org
- LibSVM (C++)
- SVMLight (C)
- Torch (C++)
- Spider (Matlab)
- Weka (Java)
