Netlist Congestion Prediction

References

In this repository, we have referenced the CongestionNet paper (🔗 Kirby et al.) as well as the Graph Attention Network (GAT) paper (🔗 Veličković et al.)

Table of Contents

1. Installation
2. Conda Environment
3. Packages

Installation

Provide instructions on how to install and set up the project. Include any prerequisites or dependencies.

# Clone the repository
git clone https://github.com/lisasunhwang/Capstone-B07-3.git

# Navigate to the project directory
cd Capstone-B07-3

# Create and activate Conda environment
conda env create -f environment.yml
conda activate capstone

#preprocess data and train model
python run.py

Conda Environment

Environment Name: capstone
Environment File: environment.yml

Packages

• matplotlib 3.8.2
• networkx 3.2.1
• numpy 1.26.4
• pandas 2.2.0
• scikit-learn 1.4.0
• scipy 1.12.0
• seaborn 0.13.2
• torch 2.2.0