Examples

Here you will find some example notebooks to get more familiar with the API.

darts intro

You will find below an example Jupyter notebook containing an intro to the usage of darts.

Data (pre) Processing

You will find below an example Jupyter notebook showcasing the data processing abilities of darts.

Fast Fourier Transform

You will find below an example Jupyter notebook showcasing the usage of the FFT model

Recurrent Neural Networks

You will find below an example Jupyter notebook showcasing the usage of the RNN model

Temporal Convolutional Networks

You will find below an example Jupyter notebook showcasing the usage of the TCN model

Transformer Model Examples

You will find below an example Jupyter notebook showcasing the usage of the Transformer model

N-BEATS Model Examples

You will find below an example Jupyter notebook showcasing the usage of the N-BEATS model

Multivariate Examples

You will find below an example Jupyter notebook showcasing the usage of multivariate TimeSeries instances

M4 Competition Exploration

You will find below an example Jupyter notebook with a benchmark of different darts models and example usage of FourTheta model