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board-generator-knot-model
OsamaAbdeljaber/board-generator-knot-model
board-generator-knot-model is a machine learning model from OsamaAbdeljaber. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for numpy.
This repository contains the trained knot sequence generator used by the Board Generator demo.
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Public
Updated Jul 8, 2026
Repo size
44.7 MB
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.mat16.1 MB · 36%
At a glance
- Library
- numpy
- Access
- Public
- Created
- Jul 8, 2026
- Updated
- Jul 8, 2026
- SHA
- 25f72ea0
Model card
From the Hugging Face model README
Board Generator Knot Sequence Model
This repository contains the trained knot sequence generator used by the Board Generator demo.
Files:
knot_sequence_model.pt: original PyTorch LSTM checkpoint.knot_sequence_model.npz: NumPy-exported LSTM checkpoint used by the CPU Hugging Face Space.knot_sequence_model.json: metadata for the trained knot sequence model.training_data_new_2025.mat: knot dictionary and tokenized sequence data used by Board Generator to map sampled tokens to knot parameters.
The model generates stochastic knot-token sequences. Board Generator then maps those tokens to geometric knot parameters for synthetic log, board, and veneer generation.
- Library
- numpy
- Created
- Jul 8, 2026
- Updated
- Jul 8, 2026