文件名称:各种降维工具箱(pca、LDA/FA/LLE)
- 所属分类:
- matlab例程
- 资源属性:
- [Matlab] [源码]
- 上传时间:
- 2019-05-12
- 文件大小:
- 979.63kb
- 下载次数:
- 1次
- 提 供 者:
- 401116575@qq.com
- 相关连接:
- 无
- 下载说明:
- 别用迅雷下载,失败请重下,重下不扣分!
介绍说明--下载内容均来自于网络,请自行研究使用
Principal Component Analysis (PCA)
Probabilistic PCA
Factor Analysis (FA)
Sammon mapping
Linear Discriminant Analysis (LDA)
Multidimensional scaling (MDS)
Isomap
Landmark Isomap
Local Linear Embedding (LLE)
Laplacian Eigenmaps
Hessian LLE
Local Tangent Space Alignment (LTSA)
Conformal Eigenmaps (extension of LLE)
Maximum Variance Unfolding (extension of LLE)
Landmark MVU (LandmarkMVU)
Fast Maximum Variance Unfolding (FastMVU)
Probabilistic PCA
Factor Analysis (FA)
Sammon mapping
Linear Discriminant Analysis (LDA)
Multidimensional scaling (MDS)
Isomap
Landmark Isomap
Local Linear Embedding (LLE)
Laplacian Eigenmaps
Hessian LLE
Local Tangent Space Alignment (LTSA)
Conformal Eigenmaps (extension of LLE)
Maximum Variance Unfolding (extension of LLE)
Landmark MVU (LandmarkMVU)
Fast Maximum Variance Unfolding (FastMVU)
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下载文件列表
压缩包 : drtoolbox.rar 列表 ._reconstruction_error.m compute_mapping.m Contents.m drgui.m generate_data.m intrinsic_dim.m mexall.m out_of_sample.m out_of_sample_est.m prewhiten.m reconstruction_error.m ._Readme.txt Readme.txt za.txt 降维方法目录.txt gui/._adaptive_callback.m gui/._case1.m gui/._choose_method.fig gui/._choose_method.m gui/._ded.m gui/._drtool.fig gui/._drtool.m gui/._lnst.m gui/._load_data.fig gui/._load_data.m gui/._load_data_1_var.fig gui/._load_data_1_var.m gui/._load_data_vars.fig gui/._load_data_vars.m gui/._load_xls.fig gui/._load_xls.m gui/._mapping_parameters.fig gui/._mapping_parameters.m gui/._not_calculated.fig gui/._not_calculated.m gui/._not_loaded.fig gui/._not_loaded.m gui/._no_history.fig gui/._no_history.m gui/._plot12n.m gui/._plotn.m gui/._scatter12n.m gui/._scattern.m gui/._update_kernel_uipanel.m gui/._update_type_uipanel.m gui/adaptive_callback.m gui/case1.m gui/choose_method.fig gui/choose_method.m gui/ded.m gui/drtool.fig gui/drtool.m gui/lnst.m gui/load_data.fig gui/load_data.m gui/load_data_1_var.fig gui/load_data_1_var.m gui/load_data_vars.fig gui/load_data_vars.m gui/load_xls.fig gui/load_xls.m gui/mapping_parameters.fig gui/mapping_parameters.m gui/not_calculated.fig gui/not_calculated.m gui/not_loaded.fig gui/not_loaded.m gui/no_history.fig gui/no_history.m gui/plot12n.m gui/plotn.m gui/scatter12n.m gui/scattern.m gui/update_kernel_uipanel.m gui/update_type_uipanel.m techniques/._autoencoder_ea.m techniques/._backprop.m techniques/._backprop_gradient.m techniques/._cca.m techniques/._cfa.m techniques/._cg_update.m techniques/._charting.m techniques/._checkgrad.m techniques/._combn.m techniques/._components.m techniques/._compute_recon_err.m techniques/._csdp.m techniques/._diffusion_maps.m techniques/._dijk.m techniques/._dijkstra.cpp techniques/._dijkstra.m techniques/._em_pca.m techniques/._fa.m techniques/._fastmvu.m techniques/._find_nn.m techniques/._find_nn_adaptive.m techniques/._gda.m techniques/._gplvm.m techniques/._gplvm_grad.m techniques/._gram.m techniques/._hillclimber2c.m techniques/._hill_obj.m techniques/._hlle.m techniques/._infermfa.m techniques/._isomap.m techniques/._jdqr.m techniques/._jdqz.m techniques/._kernel_function.c techniques/._kernel_function.m techniques/._kernel_pca.m techniques/._L2_distance.m techniques/._landmark_isomap.m techniques/._laplacian_eigen.m techniques/._lda.m techniques/._llc.m techniques/._lle.m techniques/._lltsa.m techniques/._lmvu.m techniques/._lpp.m techniques/._ltsa.m techniques/._mds.m techniques/._mexCCACollectData.c techniques/._mgs.m techniques/._minimize.m techniques/._mppca.m techniques/._npe.m techniques/._pca.m techniques/._readsol.m techniques/._reconstruction_derivative.m techniques/._roll_out.m techniques/._run_data_through_autoenc.m techniques/._run_data_through_network.m techniques/._run_llc.m techniques/._sammon.m techniques/._sdecca2.m techniques/._sne.m techniques/._sparse_nn.m techniques/._spe.m techniques/._sym_sne.m techniques/._train_autoencoder.m techniques/._train_lin_rbm.m techniques/._train_rbm.m techniques/._tsne.m techniques/._welcome.m techniques/._writesdpa.m techniques/._x2p.m techniques/autoencoder_ea.m techniques/backprop.m techniques/backprop_gradient.m techniques/cca.m techniques/cfa.m techniques/cg_update.m techniques/charting.m techniques/checkgrad.m techniques/combn.m techniques/components.m techniques/computegr.c techniques/computegr.dll techniques/computegr.mexa64 techniques/computegr.mexglx techniques/computegr.mexmaci techniques/compute_recon_err.m techniques/csdp.exe techniques/csdp.m techniques/csdplinux techniques/csdpmac techniques/csdpmaci techniques/diffusion_maps.m techniques/dijk.m techniques/dijkstra.cpp techniques/dijkstra.dll techniques/dijkstra.m techniques/dijkstra.mexa64 techniques/dijkstra.mexglx techniques/dijkstra.mexmaci techniques/em_pca.m techniques/fa.m techniques/fastmvu.m techniques/fibheap.h techniques/find_nn.c techniques/find_nn.m techniques/find_nn_adaptive.m techniques/gda.m techniques/gplvm.m techniques/gplvm_grad.m techniques/gram.m techniques/hillclimber2c.m techniques/hill_obj.m techniques/hlle.m techniques/infermfa.m techniques/isomap.m techniques/jdqr.m techniques/jdqz.m techniques/kernel_function.c techniques/kernel_function.m techniques/kernel_function.mexmaci techniques/kernel_pca.m techniques/L2_distance.m techniques/landmark_isomap.m techniques/laplacian_eigen.m techniques/lda.m techniques/llc.m techniques/lle.m techniques/lltsa.m techniques/lmvu.m techniques/lpp.m techniques/ltsa.m techniques/mds.m techniques/mexCCACollectData.c techniques/mexCCACollectData.dll techniques/mexCCACollectData.mexa64 techniques/mexCCACollectData.mexglx techniques/mexCCACollectData.mexmaci techniques/mexCCACollectData2.c techniques/mexCCACollectData2.dll techniques/mexCCACollectData2.mexa64 techniques/mexCCACollectData2.mexglx techniques/mexCCACollectData2.mexmaci techniques/mgs.m techniques/minimize.m techniques/mppca.m techniques/npe.m techniques/pca.m techniques/readsol.m techniques/reconstruction_derivative.m techniques/roll_out.m techniques/run_data_through_autoenc.m techniques/run_data_through_ne