recurrent Archives - Petamind https://petaminds.com/tag/recurrent/ A.I, Data and Software Engineering Tue, 05 Oct 2021 06:07:35 +0000 en-US hourly 1 https://wordpress.org/?v=6.9.4 https://petaminds.com/wp-content/uploads/2019/09/ic_launcher.png recurrent Archives - Petamind https://petaminds.com/tag/recurrent/ 32 32 Recurrent neural network – predict monthly milk production https://petaminds.com/recurrent-neural-network-predict-monthly-milk-production/ https://petaminds.com/recurrent-neural-network-predict-monthly-milk-production/#respond Thu, 28 Nov 2019 20:50:24 +0000 https://petaminds.com/?p=1904 In part 1, we introduced a simple RNN for time-series data. To continue, this article applies a deep version of RNN on a real dataset to predict monthly milk production. The data Monthly milk production: pounds per cow. Jan 1962 – Dec 1975. You can download the data using this link. Download: CSV file The […]

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]]> https://petaminds.com/recurrent-neural-network-predict-monthly-milk-production/feed/ 0 Recurrent neural network – time-series data- part 1 https://petaminds.com/recurrent-neural-network-time-series-data-part-1/ https://petaminds.com/recurrent-neural-network-time-series-data-part-1/#comments Fri, 22 Nov 2019 00:09:00 +0000 https://petaminds.com/?p=1863 If you are human and curious about your future, then the recurrent neural network (RNN) is definitely a tool to consider. Part 1 will demonstrate some simple RNNs using TensorFlow 2.0 and Keras functional API. What is RNN An RNN is a class of artificial neural networks where connections between nodes form a directed graph along a temporal sequence (time […]

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