LSTM Model Architecture for Rare Event Time Series Forecasting - MachineLearningMastery.com

Time series forecasting with LSTMs directly has shown little success. This is surprising as neural networks are known to be able to learn complex non-linear relationships and the LSTM is perhaps th...

By · · 1 min read
LSTM Model Architecture for Rare Event Time Series Forecasting - MachineLearningMastery.com

Source: MachineLearningMastery.com

Time series forecasting with LSTMs directly has shown little success. This is surprising as neural networks are known to be able to learn complex non-linear relationships and the LSTM is perhaps the most successful type of recurrent neural network that is capable of directly supporting multivariate sequence prediction problems. A recent study performed at Uber […]