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Nrqvae-NYC_Exploration-div0.25-commit0.25-lr1e-3
comp5331poi/Nrqvae-NYC_Exploration-div0.25-commit0.25-lr1e-3
Nrqvae-NYC_Exploration-div0.25-commit0.25-lr1e-3 is a machine learning model from comp5331poi. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Generated at: 2025-11-06T19:08:33.136319+00:00Z
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Public
Updated Nov 6, 2025
Repo size
44.1 MB
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At a glance
- Access
- Public
- Created
- Nov 6, 2025
- Updated
- Nov 6, 2025
- SHA
- 971f6977
Model card
From the Hugging Face model README
RQ-VAE (NYC)
Generated at: 2025-11-06T19:08:33.136319+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, 256, 512]
- Codebooks: 3 x 32 x 64
- Commitment weight: 0.25
- Loss weights: {'reconstruction': 1.0, 'quantization': 1.0, 'utilization': 0.25, 'compactness': 0.25}
Training
- Batch size: 128
- Epochs: 3000
- LR: 0.001
- Created
- Nov 6, 2025
- Updated
- Nov 6, 2025