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smiles

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Многомодальная нейросетевая система для предсказания биоактивности молекул и генерации новых структур с заданными свойствами. Проект разработан для поиска потенциальных сокристаллов теофиллина с использованием генеративных моделей и эволюционной оптимизации.

  • Updated Oct 21, 2025
  • Python

BioInsectiNet is a Python-based framework that uses neural networks and genetic algorithms to design and optimize bioinsecticides targeting specific proteins. It generates novel SMILES compounds, predicts toxicity and affinity using IC50 data from FASTA sequences, and performs molecular docking for 3D interaction analysis.

  • Updated Aug 1, 2025
  • Python

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