BriefGPT.xyz
Mar, 2019
神经水文--解释 LSTM 在水文学中的应用
NeuralHydrology - Interpreting LSTMs in Hydrology
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Frederik Kratzert, Mathew Herrnegger, Daniel Klotz, Sepp Hochreiter, Günter Klambauer
TL;DR
研究使用LSTM网络进行降雨径流预测及分析，以此探究它在水文学领域中的应用及其内部学习机制。
Abstract
Despite the huge success of
long short-term memory networks
, their applications in
environmental sciences
are scarce. We argue that one reason is the difficulty to interpret the internals of trained networks. In
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