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evotensor

brinias / evotensor

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Evotensor is a quantum-inspired tensor-network architecture (MPS+MERA) for zero-shot protein fitness. This POC trains fast (~20k / 1.5h on a single P100) and scores single mutants with two likelihood-native predictors plus an ensemble. Kaggle-ready.

efficiency kaggle poc mps likelihood biophysics zero-shot protein-design deep-mutational-scanning tensor-networks mera jax generative-modeling quantum-inspired protein-language-model
  • Updated Aug 18, 2025
  • Jupyter Notebook

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