Metadata-Version: 2.4
Name: modnn
Version: 1.0.2
Summary: Physics-Informed Modularized Neural Network for Building Energy Modeling
Author-email: Zixin Jiang <zjiang19@syr.edu>
License-Expression: MIT
Requires-Python: >=3.7
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: numpy
Requires-Dist: torch
Requires-Dist: pandas
Requires-Dist: matplotlib
Requires-Dist: seaborn
Requires-Dist: scikit-learn
Requires-Dist: tqdm
Dynamic: license-file

# ModNN

**ModNN** is a Modularized Physics-Informed Neural Network for building energy modeling.

It incorporates with physics-informed model structure, loss function, and model constraints.

---

## 🚀 Installation

You can install the package using pip very easy:

pip install modnn



## 🧠 Example
Please find the online Jupyter notebook for a step-by-step instruction


## 🧪 Requirements

    Python 3.7+

    PyTorch

    NumPy

    Pandas

    Matplotlib

    Seaborn

    scikit-learn

    tqdm

---
📬 License

MIT License

🙋‍♂️ Author

Zixin Jiang: 
zjiang19@syr.edu
