Building your Recurrent Neural Network Step by Step Welcome to Course s first assignment In this assignment, you will implement key components of a Recurrent Neural Network in numpy. Recurrent Neural ...
2020-07-11 17:14 0 5906 推薦指數：
Building your Recurrent Neural Network - Step by Step Welcome to Course 5's first assignment! In this assignment, you will implement your first ...
Building your Deep Neural Network: Step by Step Welcome to your third programming exercise of the deep learning specialization. You ...
Andrew Ng deeplearning courese-4:Convolutional Neural Network Convolutional Neural Networks: Step by Step Convolutional Neural Networks ...
下面的RNN，LSTM，GRU模型圖來自這里 簡單的綜述 1. RNN 圖1.1 標准RNN模型的結構 2. BiRNN 3. LSTM 圖3.1 LSTM模型的結構 ...
0.背景 對於如機器翻譯、語言模型、觀點挖掘、問答系統等都依賴於RNN模型，而序列的前后依賴導致RNN並行化較為困難，所以其計算速度遠沒有CNN那么快。即使不管訓練的耗時程度，部署時候只要模型稍 ...
0.引言 我們發現傳統的（如前向網絡等）非循環的NN都是假設樣本之間無依賴關系（至少時間和順序上是無依賴關系），而許多學習任務卻都涉及到處理序列數據，如image captioning，spee ...
Set up paths Naturally all of the paths below are configurable, this is just what I used. ...
0.背景 RNN模型，特別是包含着門控制的如LSTM等模型，近年來成了深度學習解決序列任務的標准結構。RNN層不但可以解決變長輸入的問題，還能通過多層堆疊來增加網絡的深度，提升表征能力和提升准確 ...
