├── README.md ├── matlab ├── README.md ├── Skin_NonSkin │ ├── CG_CLASSIFY.m │ ├── CG_CLASSIFY_INIT.m │ ├── DBN_ELM.m │ ├── DBN_ELM_CL.m │ ├── DBN_ELM_one_layer.m │ ├── DBN_ELM_two_layer.m │ ├── ELM.m │ ├── README.md │ ├── backpropclassify.m │ ├── dbnelmclvoit.m │ ├── elmplot.m │ ├── makedata.m │ ├── minimize.m │ ├── mnistclassify.m │ ├── rbm.m │ └── rbmhidlinear.m └── mnist │ ├── CG_CLASSIFY.m │ ├── CG_CLASSIFY_INIT.m │ ├── DBN_ELM.m │ ├── DBN_ELM_CL.m │ ├── DBN_ELM_one_layer.m │ ├── DBN_ELM_two_layer.m │ ├── ELM.m │ ├── ML_ELM.m │ ├── ML_ELM_two_layer.m │ ├── README.md │ ├── backprop.m │ ├── backpropclassify.m │ ├── converter.m │ ├── dbnelmclvoit.m │ ├── dbnelmplot.m │ ├── elmplot.m │ ├── makebatches.m │ ├── minimize.m │ ├── mlelmplot.m │ ├── mnistclassify.m │ ├── mnistdeepauto.m │ ├── mnisthp2classify.mat │ ├── plottest.m │ ├── rbm.m │ └── rbmhidlinear.m └── python ├── README.md ├── myelm.py └── myelmdbn.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/README.md -------------------------------------------------------------------------------- /matlab/README.md: -------------------------------------------------------------------------------- 1 | 其中使用了一个机器学习工具箱:https://www.cs.ubc.ca/~schmidtm/Software/matLearn.html 2 | -------------------------------------------------------------------------------- /matlab/Skin_NonSkin/CG_CLASSIFY.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/Skin_NonSkin/CG_CLASSIFY.m -------------------------------------------------------------------------------- /matlab/Skin_NonSkin/CG_CLASSIFY_INIT.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/Skin_NonSkin/CG_CLASSIFY_INIT.m -------------------------------------------------------------------------------- /matlab/Skin_NonSkin/DBN_ELM.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/Skin_NonSkin/DBN_ELM.m -------------------------------------------------------------------------------- /matlab/Skin_NonSkin/DBN_ELM_CL.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/Skin_NonSkin/DBN_ELM_CL.m -------------------------------------------------------------------------------- /matlab/Skin_NonSkin/DBN_ELM_one_layer.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/Skin_NonSkin/DBN_ELM_one_layer.m -------------------------------------------------------------------------------- /matlab/Skin_NonSkin/DBN_ELM_two_layer.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/Skin_NonSkin/DBN_ELM_two_layer.m -------------------------------------------------------------------------------- /matlab/Skin_NonSkin/ELM.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/Skin_NonSkin/ELM.m -------------------------------------------------------------------------------- /matlab/Skin_NonSkin/README.md: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /matlab/Skin_NonSkin/backpropclassify.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/Skin_NonSkin/backpropclassify.m -------------------------------------------------------------------------------- /matlab/Skin_NonSkin/dbnelmclvoit.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/Skin_NonSkin/dbnelmclvoit.m -------------------------------------------------------------------------------- /matlab/Skin_NonSkin/elmplot.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/Skin_NonSkin/elmplot.m -------------------------------------------------------------------------------- /matlab/Skin_NonSkin/makedata.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/Skin_NonSkin/makedata.m -------------------------------------------------------------------------------- /matlab/Skin_NonSkin/minimize.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/Skin_NonSkin/minimize.m -------------------------------------------------------------------------------- /matlab/Skin_NonSkin/mnistclassify.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/Skin_NonSkin/mnistclassify.m -------------------------------------------------------------------------------- /matlab/Skin_NonSkin/rbm.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/Skin_NonSkin/rbm.m -------------------------------------------------------------------------------- /matlab/Skin_NonSkin/rbmhidlinear.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/Skin_NonSkin/rbmhidlinear.m -------------------------------------------------------------------------------- /matlab/mnist/CG_CLASSIFY.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/mnist/CG_CLASSIFY.m -------------------------------------------------------------------------------- /matlab/mnist/CG_CLASSIFY_INIT.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/mnist/CG_CLASSIFY_INIT.m -------------------------------------------------------------------------------- /matlab/mnist/DBN_ELM.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/mnist/DBN_ELM.m -------------------------------------------------------------------------------- /matlab/mnist/DBN_ELM_CL.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/mnist/DBN_ELM_CL.m -------------------------------------------------------------------------------- /matlab/mnist/DBN_ELM_one_layer.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/mnist/DBN_ELM_one_layer.m -------------------------------------------------------------------------------- /matlab/mnist/DBN_ELM_two_layer.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/mnist/DBN_ELM_two_layer.m -------------------------------------------------------------------------------- /matlab/mnist/ELM.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/mnist/ELM.m -------------------------------------------------------------------------------- /matlab/mnist/ML_ELM.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/mnist/ML_ELM.m -------------------------------------------------------------------------------- /matlab/mnist/ML_ELM_two_layer.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/mnist/ML_ELM_two_layer.m -------------------------------------------------------------------------------- /matlab/mnist/README.md: -------------------------------------------------------------------------------- 1 | 2 | 数据集:http://yann.lecun.com/exdb/mnist/ 3 | -------------------------------------------------------------------------------- /matlab/mnist/backprop.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/mnist/backprop.m -------------------------------------------------------------------------------- /matlab/mnist/backpropclassify.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/mnist/backpropclassify.m -------------------------------------------------------------------------------- /matlab/mnist/converter.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/mnist/converter.m -------------------------------------------------------------------------------- /matlab/mnist/dbnelmclvoit.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/mnist/dbnelmclvoit.m -------------------------------------------------------------------------------- /matlab/mnist/dbnelmplot.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/mnist/dbnelmplot.m -------------------------------------------------------------------------------- /matlab/mnist/elmplot.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/mnist/elmplot.m -------------------------------------------------------------------------------- /matlab/mnist/makebatches.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/mnist/makebatches.m -------------------------------------------------------------------------------- /matlab/mnist/minimize.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/mnist/minimize.m -------------------------------------------------------------------------------- /matlab/mnist/mlelmplot.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/mnist/mlelmplot.m -------------------------------------------------------------------------------- /matlab/mnist/mnistclassify.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/mnist/mnistclassify.m -------------------------------------------------------------------------------- /matlab/mnist/mnistdeepauto.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/mnist/mnistdeepauto.m -------------------------------------------------------------------------------- /matlab/mnist/mnisthp2classify.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/mnist/mnisthp2classify.mat -------------------------------------------------------------------------------- /matlab/mnist/plottest.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/mnist/plottest.m -------------------------------------------------------------------------------- /matlab/mnist/rbm.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/mnist/rbm.m -------------------------------------------------------------------------------- /matlab/mnist/rbmhidlinear.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/matlab/mnist/rbmhidlinear.m -------------------------------------------------------------------------------- /python/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/python/README.md -------------------------------------------------------------------------------- /python/myelm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/python/myelm.py -------------------------------------------------------------------------------- /python/myelmdbn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hangtongluo/DBN-ELM/HEAD/python/myelmdbn.py --------------------------------------------------------------------------------