| tags: | |
| - poi | |
| - rqvae | |
| # RQ-VAE (TKY) | |
| Generated at: 2025-11-04T15:55:21.280202+00:00Z | |
| ## Dataset | |
| - Name: TKY | |
| - POIs: 7873 | |
| - Input dim: 2566 | |
| - Feature dims: {'category': 190, 'region': 59, 'temporal': 24, 'collaborative': 2293} | |
| ## Model | |
| - VAE hidden dims: [128, 256, 512] | |
| - Codebooks: 3 x 64 x 64 | |
| - Commitment weight: 0.25 | |
| - Loss weights: {'reconstruction': 1.0, 'quantization': 1.0, 'utilization': 0.75, 'compactness': 0.75} | |
| ## Training | |
| - Batch size: 128 | |
| - Epochs: 3000 | |
| - LR: 0.001 | |