semvec/pypi-packages huggingface dataset:
graphical-ts 0.3
Time series data simulation with underlying a graphical model



# Graphical-TS

## Description

Graphical-TS is a Python package developed by the SCAI Lab. It offers functionalities for simulating time series data with underlying graphical structure.

## Installation

To install Graphical-TS, you can use the following pip command:

```bash
pip install graphical-ts
```

## Usage

please check the jupyter notebooks in the example folders

This package is built upon the `MultiDiGraph` from the `networkx` package. User can build dynamic graph and specify functional mapping from one variable to the other. Synthesized time series data can be generated using the structural information and the functional information.


## License

This project is licensed under the MIT License.

## Contact

For any inquiries, please contact Haixin Li at peterlai_0618(MS outlook).