Time Series Forecasting Toolkit

Timeseriesfcst is a Python package developed as a group project at OpenCampus Kiel. It provides a set of tools for preprocessing, feature engineering, and analysing time series data, as well as implementing LSTM models for time series forecasting.

Features

• Time series preprocessing
• Feature engineering for time series data
• Time series decomposition and stationarity checks
• LSTM model creation and training for time series forecasting
• Model evaluation utilities

Installation

You can install the Time Series Toolkit using pip:

pip install timeseriesfcst