Name | Modified | Size | Downloads / Week |
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Parent folder | |||
RNN.tar.gz | 2017-03-28 | 210.5 kB | |
readme.txt | 2017-03-28 | 885 Bytes | |
001_LSTM_RNN_GradientDescent.mp4 | 2017-03-28 | 4.3 MB | |
002_LSTM_RNN_Adam.mp4 | 2017-03-28 | 4.7 MB | |
003_RNN_Layers_01.jpg | 2017-03-28 | 129.4 kB | |
004_RNN_Layers_02.jpg | 2017-03-28 | 132.7 kB | |
005_RNN_Layers_03.jpg | 2017-03-28 | 147.9 kB | |
006_LSTM_RNN_01.jpg | 2017-03-28 | 389.0 kB | |
007_LSTM_RNN_02.jpg | 2017-03-28 | 426.6 kB | |
008_LSTM_RNN_03.jpg | 2017-03-28 | 464.4 kB | |
009_Optimizer_01.jpg | 2017-03-28 | 423.4 kB | |
010_Optimizer_02.jpg | 2017-03-28 | 525.5 kB | |
011_LearningRate_01.jpg | 2017-03-28 | 432.6 kB | |
012_LearningRate_02.jpg | 2017-03-28 | 468.6 kB | |
013_BatchSize_01.jpg | 2017-03-28 | 434.0 kB | |
014_BatchSize_02.jpg | 2017-03-28 | 499.2 kB | |
015_CellSize_01.jpg | 2017-03-28 | 430.8 kB | |
016_CellSize_02.jpg | 2017-03-28 | 467.2 kB | |
017_CellSize_BatchSize_01.jpg | 2017-03-28 | 429.4 kB | |
018_RNN_01.jpg | 2017-03-28 | 17.9 kB | |
019_RNN_02.jpg | 2017-03-28 | 12.5 kB | |
Totals: 21 Items | 15.0 MB | 0 |
# ---------------------------------------------------------------- # # [RNN] : { Build a "LSTM - Recurrent Neural Network" Used for the Time Series Wave Trace and Simulation } # # ====================================== # LEARNING_RATE : Learning Rate # # RNN_EPISODE : Training Iteration # # SHOW_INTERVAL : Show Interval of Training Process # # TIME_STEP : Time Step of Training Process # # BATCH_SIZE : Batch Size of Training Data # # INPUT_SIZE : Input Size of Training Data # # OUTPUT_SIZE : Output Size of Training Data # # RNN_CELL_SIZE : RNN Cell Size of Training Data # # NETWORK_NAME : RNN Network Name # # RNN_CELL : RNN Cell Type # # RNN_FUNCTION : RNN Function Type # # OPTIMIZER : Optimizer Function # ====================================== # # ----------------------------------------------------------------