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Anormalmaniac/
pubmed_gcn

Name: pubmed_gcn
Availability: InStock

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GCN Node Classification on Pubmed

Model Details

Architecture: GCN
Dataset: Pubmed
Task: Node Classification

Usage

python

from src.prediction import Predictor

# Load model
predictor = Predictor.from_checkpoint("best_model.pt")

# Make predictions
result = predictor.predict(graph_data)
print(f"Predictions: {result.predictions}")
print(f"Confidence: {result.confidence}")

Files

best_model.pt - Trained model checkpoint
hyperparameters.json - Training configuration
experiment_summary.json - Final metrics

Training

bash

python scripts/train.py \
    --dataset pubmed \
    --model gcn \
    --epochs 150 \
    --lr_scheduler

Anormalmaniac/pubmed_gcn

GCN Node Classification on Pubmed

Model Details

Usage

Files

Training

Anormalmaniac/
pubmed_gcn