kris-singh
/ cifar.cpp
Created
August 2, 2017 14:31
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| #include <mlpack/core.hpp> | |
| #include <mlpack/core/optimizers/rmsprop/rmsprop.hpp> | |
| #include <mlpack/methods/ann/init_rules/gaussian_init.hpp> | |
| #include <mlpack/methods/ann/rbm/spike_slab_rbm_policy.hpp> | |
| #include <mlpack/methods/ann/rbm.hpp> | |
| #include <mlpack/methods/ann/rbm/binary_rbm_policy.hpp> | |
| #include <mlpack/methods/softmax_regression/softmax_regression.hpp> | |
| #include <mlpack/core/optimizers/minibatch_sgd/minibatch_sgd.hpp> | |
| #include <mlpack/core/optimizers/sgd/sgd.hpp> |
kris-singh
/ ssRbm_test.cpp
Created
July 21, 2017 14:23
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| #include <mlpack/core.hpp> | |
| #include <mlpack/core/optimizers/rmsprop/rmsprop.hpp> | |
| #include <mlpack/methods/ann/init_rules/gaussian_init.hpp> | |
| #include <mlpack/methods/rbm/binary_layer.hpp> | |
| #include <mlpack/methods/rbm/spike_slab_layer.hpp> | |
| #include <mlpack/methods/rbm/rbm.hpp> | |
| #include <mlpack/methods/rbm/binary_rbm.hpp> | |
| #include <mlpack/methods/rbm/ssRBM.hpp> | |
| #include <mlpack/methods/softmax_regression/softmax_regression.hpp> |
kris-singh
/ temp.py
Created
July 16, 2017 16:32
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| import numpy as np | |
| import cPickle | |
| def wrapper(file): | |
| with open(file, 'rb') as fo: | |
| dict = cPickle.load(fo) | |
| return getPatches(np.array(dict['data'])) | |
| def getPatches(image): |
kris-singh
/ gan_impl.hpp
Last active
July 20, 2017 22:21
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| /** | |
| * @file gan.hpp | |
| * @author Kris Singh | |
| * | |
| * mlpack is free software; you may redistribute it and/or modify it under the | |
| * terms of the 3-clause BSD license. You should have received a copy of the | |
| * 3-clause BSD license along with mlpack. If not, see | |
| * http://www.opensource.org/licenses/BSD-3-Clause for more information. | |
| */ | |
| #ifndef MLPACK_METHODS_ANN_GAN_IMPL_HPP |
kris-singh
/ policy.cpp
Created
July 10, 2017 15:42
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| #include <chrono> | |
| #include <mlpack/core.hpp> | |
| #include <mlpack/methods/ann/layer/layer.hpp> | |
| #include <mlpack/methods/ann/rbm.hpp> | |
| #include <mlpack/core.hpp> | |
| #include <mlpack/prereqs.hpp> | |
| #include <mlpack/core/math/random.hpp> | |
kris-singh
/ temp.cpp
Last active
July 18, 2017 22:50
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| #include <mlpack/core.hpp> | |
| #include <mlpack/core/optimizers/rmsprop/rmsprop.hpp> | |
| #include <mlpack/methods/ann/init_rules/gaussian_init.hpp> | |
| #include <mlpack/methods/rbm/binary_layer.hpp> | |
| #include <mlpack/methods/rbm/spike_slab_layer.hpp> | |
| #include <mlpack/methods/rbm/rbm.hpp> | |
| #include <mlpack/methods/rbm/binary_rbm.hpp> | |
| #include <mlpack/methods/rbm/ssRBM.hpp> | |
| #include <mlpack/methods/softmax_regression/softmax_regression.hpp> |
kris-singh
/ hidden.hpp
Created
July 1, 2017 03:54
kris-singh
/ example.cpp
Last active
June 24, 2017 15:36
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| #include <iostream> | |
| class RBM | |
| { | |
| public: | |
| RBM(int temp): | |
| temp(temp) | |
| {} | |
| template<typename Evaluate> | |
| int SomeFunction() |
kris-singh
/ testing.cpp
Last active
June 29, 2017 11:13
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| arma::mat data; | |
| size_t hiddenLayerSize = 5; | |
| data.randu(3, 100); | |
| BinaryLayer<> visible(data.n_rows, hiddenLayerSize, 1); | |
| BinaryLayer<> hidden(hiddenLayerSize, data.n_rows, 0); | |
| GaussianInitialization gaussian(0, 0.1); | |
| RBM<GaussianInitialization, BinaryLayer<>, BinaryLayer<> > Rbm(data, | |
| gaussian, visible, hidden, 1, true, true); | |
| RBM<GaussianInitialization, BinaryLayer<>, BinaryLayer<> > RbmXml(data, | |
| gaussian, visible, hidden, 1, true, true); |
kris-singh
/ temp.cpp
Created
June 17, 2017 22:33
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| #include <mlpack/core.hpp> | |
| #include <mlpack/methods/ann/layer/layer.hpp> | |
| #include <mlpack/methods/ann/vanilla_rbm.hpp> | |
| #include <mlpack/core/optimizers/cdk/cdk.hpp> | |
| using namespace mlpack; | |
| using namespace mlpack::ann; | |
| using namespace mlpack::optimization; |