Multivariate, machine learning models

The artificial neural network (ANN) is a model inspired by biological neural networks such as the human brain. The model is an example of a more sparse machine…

The gated recurrent unit (GRU) model is a type of recurrent neural network. As such it is well suited for sequential data such as time series. The main…

The long short-term memory (LSTM) model is an artificial recurrent neural network. It is especially suited for processing sequences of data, owing to its…

Prophet is a procedure for forecasting time series data based on an additive model where non-linear trends are fit with yearly, weekly, and daily seasonality,…

An artificial neural network (ANN) is a model which is based on a collection of connected units or nodes called artificial neurons, which loosely model the…