home/categories/machine-learning/ecnu-icalk-autoskill-skillbank-convskill-english-gpt3-5-8-glm4-7-circuit-netlist-to-graph-conversion-for-gnn-skill-md
machine-learningdata-ai

circuit-netlist-to-graph-conversion-for-gnn

Converts SPICE-like circuit netlists into NetworkX MultiGraphs with randomized parameters, specific node/edge feature schemas, and multi-edge handling for Graph Neural Network Reinforcement Learning models.

ECNU-ICALK
maintainer
ECNU-ICALK
Updated 3/13/2026
Stars
304
Forks
34
quick start

Installation and usage

Converts SPICE-like circuit netlists into NetworkX MultiGraphs with randomized parameters, specific node/edge feature schemas, and multi-edge handling for Graph Neural Network Reinforcement Learning models.

Installation
$ install --globalskills.sh
Usage

Once installed, you can use this skill by running the following command in your terminal:

skills use circuit-netlist-to-graph-conversion-for-gnn