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55 Commits
Author SHA1 Message Date
Leon Chen feb94f8604 implement Bidirectional wrapper layer, with tests 2016-09-25 21:45:37 -04:00
Leon Chen e3f91fd3ae implement TimeDistributed wrapper layer, with tests 2016-09-25 21:39:10 -04:00
Leon Chen f1c7816f5a enable return_sequences, go_backwards, and stateful functionalities for recurrent layers 2016-09-25 11:24:08 -04:00
Leon Chen 98e14f6fa0 add SpatialDropout2D and SpatialDropout3D for compatibility purposes 2016-09-21 23:58:54 -04:00
Leon Chen 6a14d152c5 implement SimpleRNN layer, with tests 2016-09-21 15:53:12 -04:00
Leon Chen dd4b3a996d implement GRU layer, with tests 2016-09-21 15:18:33 -04:00
Leon Chen 0042038f25 implement LSTM layer, with tests 2016-09-21 14:41:49 -04:00
Leon Chen b72c9b25a4 update mnist convnet demo 2016-09-20 12:40:10 -04:00
Leon Chen cbdce83f1e update Model class 2016-09-20 11:24:55 -04:00
Leon Chen 86f03882ec add layerClass attribute to layers 2016-09-20 11:24:41 -04:00
Leon Chen 4b04c0496d update mnist convnet demo 2016-09-20 03:05:02 -04:00
Leon Chen 20a0555cb9 modify Model class instance arguments 2016-09-19 15:56:06 -04:00
Leon Chen 4da48edb2b add comments to Model traverseDAG generator function 2016-09-19 11:36:58 -04:00
Leon Chen 6bab4800ca modify enable gpu flag 2016-09-19 11:00:21 -04:00
Leon Chen df64f29a95 update Model class 2016-09-19 02:59:54 -04:00
Leon Chen fd20f1b7b1 move all layer params into attrs object 2016-09-18 23:20:59 -04:00
Leon Chen 790377e49a update Model class 2016-09-18 19:55:37 -04:00
Leon Chen e09ae69ebe modify model initialize function 2016-09-17 23:56:02 -04:00
Leon Chen e3efd749c4 initialization of sequential models 2016-09-17 23:41:22 -04:00
Leon Chen 6d039afcac add Input wrapper class 2016-09-17 23:40:59 -04:00
Leon Chen 5813814e90 update Model class 2016-09-17 13:08:08 -04:00
Leon Chen 9fe4daa148 move Layer and Model from engine folder 2016-09-17 13:07:47 -04:00
Leon Chen 6511aef7a9 implement Embedding layer, with tests 2016-09-13 09:51:48 -04:00
Leon Chen 9577495a17 implement BatchNormalization in all modes, with tests 2016-09-05 22:59:21 -04:00
Leon Chen 2c4f27f6c3 implement MaxPooling3D/AveragePooling3D, with tests 2016-09-05 15:35:24 -04:00
Leon Chen 948b9973a4 implement MaxPooling2D/AveragePooling2D, with tests 2016-09-05 13:57:41 -04:00
Leon Chen 2a73c49788 implement GlobalMaxPooling2D/GlobalAveragePooling2D, with tests 2016-09-03 11:05:42 -04:00
Leon Chen e53f56f7cc implement GlobalMaxPooling1D/GlobalAveragePooling1D, with tests 2016-09-03 10:50:35 -04:00
Leon Chen 30d045339a implement MaxPooling1D/AveragePooling1D, with tests 2016-08-31 17:00:51 -04:00
Leon Chen 18170ac11a implement SeparableConvolution2D, with tests 2016-08-28 17:54:49 -04:00
Leon Chen a4069c1458 implement Deconvolution2D layer, with tests 2016-08-28 14:38:22 -04:00
Leon Chen 0e5754ad33 extend AtrousConvolution2D from Convolution2D 2016-08-28 02:21:08 -04:00
Leon Chen c4fc9080b1 update class method bindings 2016-08-28 01:39:23 -04:00
Leon Chen f63f489b02 implement AtrousConvolution2D, with tests 2016-08-28 01:32:48 -04:00
Leon Chen b22cc1d295 add ZeroPadding1D/2D/3D layers, with tests 2016-08-27 00:45:42 -04:00
Leon Chen 739b30dd92 use regular sgemm instead of pipelined version in Dense layer 2016-08-27 00:13:11 -04:00
Leon Chen bd12c062d2 remove gpu.js 2016-08-26 23:53:13 -04:00
Leon Chen 2c5e442016 implement Convolution3D layer, with tests 2016-08-26 23:37:10 -04:00
Leon Chen 9b07e511bf implement UpSampling1D/2D/3D layers, with tests 2016-08-26 22:29:22 -04:00
Leon Chen 032e290607 update layer constructors 2016-08-26 21:34:40 -04:00
Leon Chen ef6f18bd0a implement Convolution1D layer, with tests 2016-08-26 20:25:21 -04:00
Leon Chen 263242e6e4 support th dim ordering in Convolution2D 2016-08-26 18:56:59 -04:00
Leon Chen 3ec98ef701 style fixes 2016-08-26 17:57:44 -04:00
Leon Chen 44f4b050aa add MaxoutDense and Highway layers, with tests 2016-08-26 13:24:06 -04:00
Leon Chen 5fa5fb136b update convolution2d layer 2016-08-26 13:23:31 -04:00
Leon Chen 97732ca362 get convolution2d working on gpu 2016-08-25 23:07:31 -04:00
Leon Chen 18a7859818 reorganize src directory 2016-08-25 21:24:03 -04:00
Leon Chen 99496e7037 implement conv2d 2016-08-25 18:03:44 -04:00
Leon Chen e235061eb9 implement advanced activation layers, with tests 2016-08-24 01:07:18 -04:00
Leon Chen c3eec55d0c finish merge layer and start advanced activations layers 2016-08-23 01:49:43 -04:00