Welcome to spotforecast2

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spotforecast2 is a Python package for forecasting, combining the power of sklearn, spotoptim and skforecast with specialized utilities for “spot” forecasting.

Quick Links

• 📦 Source repository
• 📚 API Reference
• 🚀 Current Version: 10.5.0

Installation

• From PyPI

pip install spotforecast2

• From source

git clone git@gitlab.git.nrw:thk-f10/spotsevenlab/spotforecast2.git
cd spotforecast2
make sync

Features

• Data Fetching: Easy access to time series data.
• Preprocessing: Robust tools for curating, cleaning, and splitting data.
• Forecasting: A rich set of forecasting strategies (constantly extended).
• Model Selection: spotoptim and optuna search for hyperparameter tuning.
• Weather Integration: Utilities for fetching and using weather data in forecasts.

Attributions

Parts of the code are ported from skforecast to reduce external dependencies. Many thanks to the skforecast team for their great work!