├── Makefile ├── README.md ├── data ├── affinity.dat ├── agglomerative.dat ├── bayesian-test.dat ├── bayesian-train.dat ├── bayesian.confg ├── coord_gps.csv ├── k-means-image1.jpg ├── k-means-image2.jpg ├── k-means.dat ├── mnist │ ├── t10k-images.idx3-ubyte │ ├── t10k-labels.idx1-ubyte │ ├── train-images.idx3-ubyte │ └── train-labels.idx1-ubyte ├── rbm_test.dat └── rbm_train.dat ├── examples ├── affinity.cpp ├── agglomerative.cpp ├── bayesian.cpp ├── k-means-image.cpp ├── k-means.cpp ├── mnist-cnn.cpp ├── multilayer-perceptron │ ├── Makefile │ ├── config.make │ ├── libs │ │ ├── CImg.h │ │ ├── NNet.h │ │ ├── affinity-propagation.h │ │ ├── agglomerative-hierarchical.h │ │ ├── k-means.h │ │ ├── mnist-cnn.h │ │ ├── multilayer-perceptron.h │ │ ├── perceptron.h │ │ ├── restricted-boltzmann-machine.h │ │ └── utility.h │ └── src │ │ └── main.cpp ├── perceptron │ ├── Makefile │ ├── config.make │ ├── libs │ │ ├── CImg.h │ │ ├── NNet.h │ │ ├── affinity-propagation.h │ │ ├── agglomerative-hierarchical.h │ │ ├── k-means.h │ │ ├── mnist-cnn.h │ │ ├── multilayer-perceptron.h │ │ ├── perceptron.h │ │ ├── restricted-boltzmann-machine.h │ │ └── utility.h │ └── src │ │ └── main.cpp └── rbm.cpp ├── run-example ├── screen ├── affinity-clustergraph.png ├── agglomerative-clustergraph.png ├── k-means-clustergraph.png ├── mnist-cnn.png ├── multi-layer-perceptron.png ├── recostruction-clustergraph.png ├── recostruction-clustergraph1.png ├── recostruction-clustergraph2.png ├── restricted-boltzmann-machine.jpg └── single-layer-perceptron.png └── src ├── CImg.h ├── NNet.h ├── affinity-propagation.h ├── agglomerative-hierarchical.h ├── bayesian-network.h ├── k-means.h ├── mnist-cnn.h ├── multilayer-perceptron.h ├── perceptron.h ├── restricted-boltzmann-machine.h └── utility.h /Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/Makefile -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/README.md -------------------------------------------------------------------------------- /data/affinity.dat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/data/affinity.dat -------------------------------------------------------------------------------- /data/agglomerative.dat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/data/agglomerative.dat -------------------------------------------------------------------------------- /data/bayesian-test.dat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/data/bayesian-test.dat -------------------------------------------------------------------------------- /data/bayesian-train.dat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/data/bayesian-train.dat -------------------------------------------------------------------------------- /data/bayesian.confg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/data/bayesian.confg -------------------------------------------------------------------------------- /data/coord_gps.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/data/coord_gps.csv -------------------------------------------------------------------------------- /data/k-means-image1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/data/k-means-image1.jpg -------------------------------------------------------------------------------- /data/k-means-image2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/data/k-means-image2.jpg -------------------------------------------------------------------------------- /data/k-means.dat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/data/k-means.dat -------------------------------------------------------------------------------- /data/mnist/t10k-images.idx3-ubyte: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/data/mnist/t10k-images.idx3-ubyte -------------------------------------------------------------------------------- /data/mnist/t10k-labels.idx1-ubyte: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/data/mnist/t10k-labels.idx1-ubyte -------------------------------------------------------------------------------- /data/mnist/train-images.idx3-ubyte: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/data/mnist/train-images.idx3-ubyte -------------------------------------------------------------------------------- /data/mnist/train-labels.idx1-ubyte: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/data/mnist/train-labels.idx1-ubyte -------------------------------------------------------------------------------- /data/rbm_test.dat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/data/rbm_test.dat -------------------------------------------------------------------------------- /data/rbm_train.dat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/data/rbm_train.dat -------------------------------------------------------------------------------- /examples/affinity.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/affinity.cpp -------------------------------------------------------------------------------- /examples/agglomerative.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/agglomerative.cpp -------------------------------------------------------------------------------- /examples/bayesian.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/bayesian.cpp -------------------------------------------------------------------------------- /examples/k-means-image.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/k-means-image.cpp -------------------------------------------------------------------------------- /examples/k-means.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/k-means.cpp -------------------------------------------------------------------------------- /examples/mnist-cnn.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/mnist-cnn.cpp -------------------------------------------------------------------------------- /examples/multilayer-perceptron/Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/multilayer-perceptron/Makefile -------------------------------------------------------------------------------- /examples/multilayer-perceptron/config.make: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/multilayer-perceptron/config.make -------------------------------------------------------------------------------- /examples/multilayer-perceptron/libs/CImg.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/multilayer-perceptron/libs/CImg.h -------------------------------------------------------------------------------- /examples/multilayer-perceptron/libs/NNet.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/multilayer-perceptron/libs/NNet.h -------------------------------------------------------------------------------- /examples/multilayer-perceptron/libs/affinity-propagation.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/multilayer-perceptron/libs/affinity-propagation.h -------------------------------------------------------------------------------- /examples/multilayer-perceptron/libs/agglomerative-hierarchical.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/multilayer-perceptron/libs/agglomerative-hierarchical.h -------------------------------------------------------------------------------- /examples/multilayer-perceptron/libs/k-means.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/multilayer-perceptron/libs/k-means.h -------------------------------------------------------------------------------- /examples/multilayer-perceptron/libs/mnist-cnn.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/multilayer-perceptron/libs/mnist-cnn.h -------------------------------------------------------------------------------- /examples/multilayer-perceptron/libs/multilayer-perceptron.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/multilayer-perceptron/libs/multilayer-perceptron.h -------------------------------------------------------------------------------- /examples/multilayer-perceptron/libs/perceptron.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/multilayer-perceptron/libs/perceptron.h -------------------------------------------------------------------------------- /examples/multilayer-perceptron/libs/restricted-boltzmann-machine.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/multilayer-perceptron/libs/restricted-boltzmann-machine.h -------------------------------------------------------------------------------- /examples/multilayer-perceptron/libs/utility.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/multilayer-perceptron/libs/utility.h -------------------------------------------------------------------------------- /examples/multilayer-perceptron/src/main.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/multilayer-perceptron/src/main.cpp -------------------------------------------------------------------------------- /examples/perceptron/Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/perceptron/Makefile -------------------------------------------------------------------------------- /examples/perceptron/config.make: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/perceptron/config.make -------------------------------------------------------------------------------- /examples/perceptron/libs/CImg.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/perceptron/libs/CImg.h -------------------------------------------------------------------------------- /examples/perceptron/libs/NNet.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/perceptron/libs/NNet.h -------------------------------------------------------------------------------- /examples/perceptron/libs/affinity-propagation.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/perceptron/libs/affinity-propagation.h -------------------------------------------------------------------------------- /examples/perceptron/libs/agglomerative-hierarchical.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/perceptron/libs/agglomerative-hierarchical.h -------------------------------------------------------------------------------- /examples/perceptron/libs/k-means.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/perceptron/libs/k-means.h -------------------------------------------------------------------------------- /examples/perceptron/libs/mnist-cnn.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/perceptron/libs/mnist-cnn.h -------------------------------------------------------------------------------- /examples/perceptron/libs/multilayer-perceptron.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/perceptron/libs/multilayer-perceptron.h -------------------------------------------------------------------------------- /examples/perceptron/libs/perceptron.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/perceptron/libs/perceptron.h -------------------------------------------------------------------------------- /examples/perceptron/libs/restricted-boltzmann-machine.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/perceptron/libs/restricted-boltzmann-machine.h -------------------------------------------------------------------------------- /examples/perceptron/libs/utility.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/perceptron/libs/utility.h -------------------------------------------------------------------------------- /examples/perceptron/src/main.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/perceptron/src/main.cpp -------------------------------------------------------------------------------- /examples/rbm.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/examples/rbm.cpp -------------------------------------------------------------------------------- /run-example: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/run-example -------------------------------------------------------------------------------- /screen/affinity-clustergraph.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/screen/affinity-clustergraph.png -------------------------------------------------------------------------------- /screen/agglomerative-clustergraph.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/screen/agglomerative-clustergraph.png -------------------------------------------------------------------------------- /screen/k-means-clustergraph.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/screen/k-means-clustergraph.png -------------------------------------------------------------------------------- /screen/mnist-cnn.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/screen/mnist-cnn.png -------------------------------------------------------------------------------- /screen/multi-layer-perceptron.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/screen/multi-layer-perceptron.png -------------------------------------------------------------------------------- /screen/recostruction-clustergraph.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/screen/recostruction-clustergraph.png -------------------------------------------------------------------------------- /screen/recostruction-clustergraph1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/screen/recostruction-clustergraph1.png -------------------------------------------------------------------------------- /screen/recostruction-clustergraph2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/screen/recostruction-clustergraph2.png -------------------------------------------------------------------------------- /screen/restricted-boltzmann-machine.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/screen/restricted-boltzmann-machine.jpg -------------------------------------------------------------------------------- /screen/single-layer-perceptron.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/screen/single-layer-perceptron.png -------------------------------------------------------------------------------- /src/CImg.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/src/CImg.h -------------------------------------------------------------------------------- /src/NNet.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/src/NNet.h -------------------------------------------------------------------------------- /src/affinity-propagation.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/src/affinity-propagation.h -------------------------------------------------------------------------------- /src/agglomerative-hierarchical.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/src/agglomerative-hierarchical.h -------------------------------------------------------------------------------- /src/bayesian-network.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/src/bayesian-network.h -------------------------------------------------------------------------------- /src/k-means.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/src/k-means.h -------------------------------------------------------------------------------- /src/mnist-cnn.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/src/mnist-cnn.h -------------------------------------------------------------------------------- /src/multilayer-perceptron.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/src/multilayer-perceptron.h -------------------------------------------------------------------------------- /src/perceptron.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/src/perceptron.h -------------------------------------------------------------------------------- /src/restricted-boltzmann-machine.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/src/restricted-boltzmann-machine.h -------------------------------------------------------------------------------- /src/utility.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kashimAstro/NNet/HEAD/src/utility.h --------------------------------------------------------------------------------