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  • License: Freeware
  • Last update: 5 years ago
  • Total downloads: 110
  • Price: Free |
  • Operating system: Mac OS X
  • Publisher: Neuroinformatik
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mac default iconSHARK For Mac Publisher's description

SHARK is a modular C++ library for the design and optimization of adaptive systems.

SHARK is a modular C++ library for the design and optimization of adaptive systems. It provides methods for linear and nonlinear optimization, in particular evolutionary and gradient-based algorithms, kernel-based learning algorithms and neural networks, and various other machine learning techniques. SHARK serves as a toolbox to support real world applications as well as research in different domains of computational intelligence and machine learning. The sources are compatible with the following platforms: Windows, Solaris, MacOS X, and Linux.

The Shark library comprises four main modules:
* ReClaM: A machine learning framework for regression and classification tasks, including neural networks and kernel methods.
* EALib: An evolutionary computation framework for solving discrete and continous optimization problems.
* MOO-EALib: An extension of the EALib for multi-objective optimization.
* Fuzzy: A framework for fuzzy logic and control.

Additionally, multiple support modules are included with Shark:

* Mixture: Representation and optimization of mixture density models.
* Array: Multi-dimensional arrays of variable size.
* LinAlg: Linear algebra algorithms, e.g., singular value decomposition and eigen value decomposition.
* FileUtil: I/O and management of configuration files.

System Requirements:

No special requirements.
Program Release Status: Minor Update
Program Install Support: Install and Uninstall

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