tsts 0.2.1

toolset for time series forecasting

Docs・Benchmark

Introduction

tsts is an opensource easy-to-use toolset for time series forecasting.

Installation

pip install tsts

Getting Started

Following example shows how to train a model on sine curve dataset. See Docs for the details.

import torch
from tsts.solvers import TimeSeriesForecaster

sin_dataset = torch.sin(torch.arange(0, 100, 0.1))
sin_dataset = sin_dataset.unsqueeze(-1)
forecaster = TimeSeriesForecaster()
forecaster.fit([sin_dataset])

Available Modules

Models

• Seq2Seq
• NBeats

Losses

• DILATE
• MAPE
• MSE