Transformers for Time Series

Based on timeseriestransformer.

Installation

Windows:

.\scripts\init-env.ps1

MacOS / Linux

./scripts/init-env.sh

Usage

from flights_time_series_dataset import FlightsDataset
from time_series_predictor import TimeSeriesPredictor
from time_series_transformer import Transformer

tsp = TimeSeriesPredictor(
    Transformer(),
    max_epochs=50,
    train_split=None,
)

tsp.fit(FlightsDataset())

Test

To test the package simply run the following command from project's root folder.

pytest -s