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gpml-matlab-v1.3-2006-09-08
说明: 高斯过程(GP)模型中推理和预测的实现。它实现了在《Rasmussen & Williams:机器学习的高斯过程》(麻省理工学院出版社,2006)和《Nickisch & Rasmussen:二进制高斯过程分类的近似》(JMLR, 2008)中讨论的算法。该函数的优点在于灵活性、简单性和可扩展性。该函数具有一定的灵活性,首先通过定义均值函数和协方差函数来确定遗传算法的性质。其次,它允许指定不同的推理过程,如精确推理和期望传播(EP)。第三,它允许指定似然函数,如高斯函数或拉普拉斯函数(用于回归)和累积逻辑函数(用于分类)。简单性是通过一个简单的函数和紧凑的代码实现的。可扩展性是通过模块化设计来保证的,允许为已经相当广泛的推理方法、均值函数、协方差函数和似然函数库轻松添加扩展。(Gaussian Processes for Machine Learning , the MIT press, 2006 and Nickisch & Rasmussen: Approximations for Binary Gaussian Process Classification , JMLR, 2008. The strength of the function lies in its flexibility, simplicity and extensibility. The function is flexible as firstly it allows specification of the properties of the GP through definition of mean function and covariance functions. Secondly, it allows specification of different inference procedures, such as e.g. exact inference and Expectation Propagation (EP). Thirdly it allows specification of likelihood functions e.g. Gaussian or Laplace (for regression) and e.g. cumulative Logistic (for classification). Simplicity is achieved through a single function and compact code.)
- 2020-02-26 20:39:48下载
- 积分:1
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MATLAB-orders
matlab 命令大全 包含matlab中的常用函数 命令等 包含matlab中的常用函数 命令等(matlab matlab command Daquan contains common functions in matlab in command and other common functions include orders)
- 2011-05-14 17:25:40下载
- 积分:1
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Hugeint
巨型整形实现,长度不受windows机器字长限制,实现了基本的加减乘除等运行.(giant plastic realization length from windows machine word limit, realize the basic arithmetic and other operations.)
- 2007-03-26 17:18:07下载
- 积分:1
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NND3PC
matlab下的神经网络感知机实验代码,提供给有需要的人(matlab neural network under the experimental code Perceptron)
- 2009-04-28 14:21:53下载
- 积分:1
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GM47_info
Some informations about SonyEricsson GM47 GSM module and suitable antennas.
- 2010-11-17 19:02:33下载
- 积分:1
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Microwave
Microwave Guide Mode Simulatot
- 2010-12-16 02:35:53下载
- 积分:1
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MOPSO-master
说明: 求解多目标的程序,用的多目标粒子群算法,代入目标函数即可使用(Source program of multi-objective particle swarm optimization)
- 2020-10-27 13:29:58下载
- 积分:1
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czxt
czxt 线性快速傅里叶变换,用时间增加测量的精度(czxt)
- 2010-10-08 19:02:29下载
- 积分:1
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truetime-1.3
说明: 一个很棒的网络控制系统仿真软件,truetime工具箱包括TrueTime Computer与Truetime Network 两个接口模块。计算机模块具有灵活的实时内核,A/D和D/A转换器,网络接口和外部通道。计算机模块按照用户定义的任务执行,代码采用Matlab或C++编写。(a terrific network control system simulation software, truetime Toolbox including Computer and TrueTime Truetime Ne allow two interface modules. The computer module with flexible real-time kernel, A/D and D/A converters, network interface and external access. The computer module based on user-defined mandate, code using Matlab or C preparation.)
- 2006-05-08 15:54:56下载
- 积分:1
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dilation_avg
calculate to define the relation between a reference object and another object in the image, according to the dilation of the reference object using mathematical morphology
- 2010-05-18 17:47:01下载
- 积分:1