diff_code
所属分类:人工智能/神经网络/深度学习
开发工具:WINDOWS
文件大小:11380KB
下载次数:29
上传日期:2017-08-25 16:35:57
上 传 者:
磊007
说明: 降维DM算法,用于diffusion map降维,代码很全很细致。
(Dimensionality reduction algorithm)
文件列表:
annulus.mat (31061, 2009-03-25)
__MACOSX (0, 2009-03-29)
__MACOSX\._annulus.mat (225, 2009-03-25)
diffuse.m (2904, 2009-03-23)
__MACOSX\._diffuse.m (225, 2009-03-23)
diffusion_example.m (2938, 2009-03-25)
__MACOSX\._diffusion_example.m (225, 2009-03-25)
diffusion_kmeans.m (1597, 2009-03-23)
__MACOSX\._diffusion_kmeans.m (225, 2009-03-23)
distortionMinimization.m (3650, 2009-03-23)
__MACOSX\._distortionMinimization.m (225, 2009-03-23)
ssp_example.m (4774, 2009-03-25)
__MACOSX\._ssp_example.m (225, 2009-03-25)
ssp_params.txt (42174, 2009-03-24)
ssps.txt (88970526, 2009-03-24)
__MACOSX\._ssps.txt (225, 2009-03-24)
ssps_wl.txt (69617, 2009-03-24)
__MACOSX\._ssps_wl.txt (225, 2009-03-24)
{\rtf1\ansi\ansicpg1252\cocoartf949\cocoasubrtf350
{\fonttbl\f0\fmodern\fcharset0 Courier;}
{\colortbl;\red255\green255\blue255;}
\margl1440\margr1440\vieww9000\viewh8400\viewkind0
\deftab720
\pard\pardeftab720\ri-2162\ql\qnatural
\f0\fs24 \cf0 MAIN CODE:\
diffuse.m --- function for computing diffusion coordinates\
diffusion_kmeans.m --- function for diffusion coarse-graining\
\
\
EXAMPLES:\
1. diffusion_example.m --- example of usage of the functions "diffuse" and "diffusion_kmeans" with a toy data set\
(annulus.mat) as input\
\
2. ssp_example.m --- example from astronomy of usage of the \
functions "diffuse" and "diffusion_kmeans" with simple \
stellar population (SSP) spectra as input\
(For more details, see Richards et al, \
"Accurate parameter estimation for star \
formation histories in galaxies using SDSS spectra")\
\
DATA SETS:\
annulus.mat --- test data set in 2 dimensions\
ssps.txt --- spectra from 1278 SSPs of Bruzual & Charlot (2003)\
ssps_wl.txt --- wavelength dispersion of SSP spectra\
ssp_params.txt --- age & metallicity of SSPs\
\
}
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