[mlpack-git] [mlpack] implement CNN and LeNet1 (#405)

Shangtong Zhang notifications at github.com
Wed Feb 18 22:30:41 EST 2015


You can view, comment on, or merge this pull request online at:

  https://github.com/mlpack/mlpack/pull/405

-- Commit Summary --

  * implement CNN and LeNet1

-- File Changes --

    M src/mlpack/methods/ann/activation_functions/identity_function.hpp (3)
    A src/mlpack/methods/ann/cnn.hpp (559)
    A src/mlpack/methods/ann/connections/cnn_bias_connection.hpp (175)
    A src/mlpack/methods/ann/connections/cnn_conv_connection.hpp (176)
    A src/mlpack/methods/ann/connections/cnn_full_connection.hpp (153)
    A src/mlpack/methods/ann/connections/cnn_pooling_connection.hpp (209)
    M src/mlpack/methods/ann/connections/connection_traits.hpp (6)
    M src/mlpack/methods/ann/connections/fullself_connection.hpp (1)
    M src/mlpack/methods/ann/connections/self_connection.hpp (1)
    A src/mlpack/methods/ann/convolution/full_convolution.hpp (39)
    A src/mlpack/methods/ann/convolution/valid_convolution.hpp (46)
    M src/mlpack/methods/ann/ffnn.hpp (1)
    M src/mlpack/methods/ann/init_rules/random_init.hpp (4)
    M src/mlpack/methods/ann/layer/bias_layer.hpp (1)
    M src/mlpack/methods/ann/layer/neuron_layer.hpp (68)
    A src/mlpack/methods/ann/layer/neuron_layer_2d.hpp (196)
    A src/mlpack/methods/ann/layer/one_hot_layer.hpp (85)
    M src/mlpack/methods/ann/layer/softmax_layer.hpp (68)
    M src/mlpack/methods/ann/network_traits.hpp (5)
    M src/mlpack/methods/ann/optimizer/steepest_descent.hpp (1)
    A src/mlpack/methods/ann/pooling/max_pooling.hpp (39)
    A src/mlpack/methods/ann/pooling/mean_pooling.hpp (42)
    M src/mlpack/methods/ann/rnn.hpp (1)
    M src/mlpack/methods/ann/trainer/trainer.hpp (103)
    M src/mlpack/tests/CMakeLists.txt (2)
    A src/mlpack/tests/convolutional_network_test.cpp (599)
    A src/mlpack/tests/data/mnist_1000_train_cases_100_test_cases.zip (0)

-- Patch Links --

https://github.com/mlpack/mlpack/pull/405.patch
https://github.com/mlpack/mlpack/pull/405.diff

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