spin-glass
所属分类：物理/力学计算
开发工具：Java
文件大小：14KB
下载次数：0
上传日期：2014-02-03 04:44:50
上 传 者：
sh-1993
说明： 以物理为中心的Hopfield网络实现
(Physics-centric Hopfield network implementation)
文件列表:
Makefile (1008, 2014-02-03)
spin_glass (0, 2014-02-03)
spin_glass\#SparseMatrix.java# (480, 2014-02-03)
spin_glass\#Weighting.java# (1914, 2014-02-03)
spin_glass\Constants.java (225, 2014-02-03)
spin_glass\InteractingLattice.java (2926, 2014-02-03)
spin_glass\Lattice.java (7263, 2014-02-03)
spin_glass\MPF.java (3575, 2014-02-03)
spin_glass\Makefile (338, 2014-02-03)
spin_glass\NonInteractingLattice.java (1277, 2014-02-03)
spin_glass\Sampling.java (6018, 2014-02-03)
spin_glass\SparseMatrix.java (513, 2014-02-03)
spin_glass\Spin.java (973, 2014-02-03)
spin_glass\State.java (1077, 2014-02-03)
spin_glass\StateException.java (387, 2014-02-03)
spin_glass\Weighting.java (1908, 2014-02-03)
spin-glass
==========
Physics-centric Boltzmann machine implementation (under active development)
Supports recurrent (Hopfield) and feed-forward network topologies (RBM)
Updated asynchronously.
Supports simulated annealing (physics-centric implementation lends itself to this naturally)
In the works:
-Minimum Probability Flow learning
-Class for managing and constructing networks
-Swendsen-Wang sampling
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