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OsamaAbdeljaber/
board-generator-knot-model

Name: board-generator-knot-model
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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.

OsamaAbdeljaber/board-generator-knot-model

Board Generator Knot Sequence Model

OsamaAbdeljaber/
board-generator-knot-model