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SPGP_dist
这是一个关于稀疏高斯过程的matlab源码,可以用于计算测试输入的高斯预测值。( spgp_pred computes the SPGP predictive distribution for a set of
test inputs. You need to supply a set of pseudo-inputs or basis
vectors for the approximation, and suitable hyperparameters for the
covariance. You can use any method you like for finding the
pseudo-inputs , with the simplest obviously being a random subset of
the data. It is coded for Gaussian covariance function, but you could
very easily alter this. It is also fine to use for high dimensional
data sets.
spgp_lik is the SPGP (negative) marginal likelihood and gradients
with respect to pseudo-inputs and hyperparameters. So you can use this
if you wish to try to optimize the positioning of pseudo-inputs and
find good hyperparameters, before using spgp_pred . I would recommend
initializing the pseudo-inputs on a random subset of the data, and
initializing the hyperparameters sensibly. Its current limitations are
that 1) it is slow and memory intensive for high dimensional data sets
2) it is heavi)
- 2021-05-13 07:30:02下载
- 积分:1
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vgfg
说明: 基于振动信号的滚动轴承故障诊断的方法研究.nh(Based on the vibration signals of rolling bearing fault diagnosis method. Nh)
- 2008-11-28 09:40:46下载
- 积分:1
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OFDM-simulation-source-code
说明: OFDM源代码,基于MATLAB系统仿真(OFDM simulation source code)
- 2011-04-08 23:23:40下载
- 积分:1
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C-and-MATLAB-examples
C语言与MATLAB接口编程实例,主要是一些C语言与MATLAB 接口的程序,希望对大家有用(C language MATLAB interface programming examples, some of the C language and MATLAB interface program, and hope to be useful)
- 2013-03-24 13:45:04下载
- 积分:1
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Functions_for_signal_processing_in_communications
Basic functions for signal processing in communication (in Matlab)
- 2012-11-20 18:19:27下载
- 积分:1
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MediaPlayerStateUnitTestTemplate
A template class for running a method under test in all possible.
- 2014-01-16 13:19:40下载
- 积分:1
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N_FINDR
高光谱图像的nfindr算法用于端元提取(gaoguangputuxiangdenfindrsuanfayongyuduanyuantiqu)
- 2020-06-17 00:40:02下载
- 积分:1
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3-body
solving restricted 3rd body problem
- 2011-08-31 20:37:39下载
- 积分:1
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logisticmap
bifurcation and lyapunov analysis of logistic map using matlab
- 2013-03-19 04:43:38下载
- 积分:1
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buckboost_converter
use for photovoltanic power converter
- 2012-09-03 19:49:07下载
- 积分:1