---
tags:
- poi
- rqvae
---

# RQ-VAE (NYC)

Generated at: 2025-10-23T17:51:11.023199+00:00Z

## Dataset

- Name: NYC
- POIs: 5135
- Input dim: 1407
- Feature dims: {'category': 209, 'region': 91, 'temporal': 24, 'collaborative': 1083}

## Model

- VAE hidden dims: [128, 512, 1024]
- Codebooks: 3 x 32 x 64
- Commitment weight: 0.5
- Loss weights: {'reconstruction': 0.0, 'quantization': 1.0, 'utilization': 0.25, 'compactness': 0.25}

## Training

- Batch size: 128
- Epochs: 50
- LR: 5e-05