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@UoS-PLCCN Prediction, Learning and Control in Complex Networks, University of Surrey

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    6 repositories

    • sdc-paper-code

      Public
      The original code used for experiments for the Sampled-Data Control of Probabilistic Boolean Control Networks: A Machine Learning Approach paper.
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated May 31, 2023May 31, 2023

    • pbn-rl

      Public
      Reinforcement Learning Algorithms for control of Probabilistic Boolean Networks
      Python
      •1•1•0•0•Updated Dec 30, 2022Dec 30, 2022

    • gym-PBN

      Public
      A Gymnasium environment modelling Probabilistic Boolean Networks and Probabilistic Boolean Control Networks.
      pythonpbngym-environmentreinforcement-learning-environmentsprobabilistic-boolean-network
      Python
      •
      MIT License
      •1•0•0•0•Updated Dec 30, 2022Dec 30, 2022

    • pbn-inference

      Public
      A package with methods for Probabilistic Boolean Network inference.
      Python
      •2•0•0•0•Updated Jul 18, 2022Jul 18, 2022

    • grn-metrics

      Public
      Scripts for computing various metrics for Gene Regulatory Networks.
      Jupyter Notebook
      •0•0•0•0•Updated Apr 29, 2022Apr 29, 2022

    • SCNF_python

      Public
      Python
      •2•0•0•0•Updated Dec 15, 2021Dec 15, 2021