ForecastFlow is a Python-based tool for creating animated GIFs that visualize time series forecasting. Using the darts library and matplotlib, this project generates step-by-step forecasting animations for continuous time series data. It's perfect for demonstrating predictive models in action or for educational and presentation purposes.
- Continuous Forecasting: Visualize how future predictions evolve over time.
- Customizable Animations: Control the number of frames, duration, and visual style.
- Supports Multiple Models: Built with
darts, allowing you to try other forecasting models. - Clean Output: Produces high-quality animated GIFs.
Before using ForecastFlow, make sure you have the following installed:
- Python 3.7 or higher
- Required Python libraries:
dartsmatplotlibpandasimageionumpy
Install the required dependencies using:
pip install darts matplotlib pandas imageio numpy