CS-E5885 - Modeling Biological Networks D, 12.01.2021-25.02.2021

Osion kuvaus

• Lectures
  • Valitse aktiviteetti Video lectures and zoom invitation links

    Saatavilla vasta, kun: Kuulut ryhmään L01 (Oodi)

    

    Video lectures and zoom invitation links Kansio
  • Valitse aktiviteetti Lecture 1, Jan 12, 2021 - Chemical reaction network models

    Lecture 1, Jan 12, 2021 - Chemical reaction network models

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    • Lecture 1, Jan 12, 2021 - Chemical reaction network models
      • MBN-01-chemical-reaction-network-models.pdf
  • Valitse aktiviteetti Lecture 2, January 15, 2021, Markov processes in discrete and continuous time

    Lecture 2, January 15, 2021, Markov processes in discrete and continuous time
    

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    • Lecture 2, January 15, 2021, Markov processes in discrete and continuous time
      • MBN-02-markov-processes.pdf
  • Valitse aktiviteetti Lecture 3, January 19, 2021, Chemical and biochemical kinetics

    Lecture 3, January 19, 2021, Chemical and biochemical kinetics
    

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    • Lecture 3, January 19, 2021, Chemical and biochemical kinetics
      • MBN-03-biochemical-kinetics.pdf
  • Valitse aktiviteetti Lecture 4, January 22, 2021, Diffusion processes

    Lecture 4, January 22, 2021, Diffusion processes
    

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    • Lecture 4, January 22, 2021, Diffusion processes
      • MBN-04-sde-models.pdf
  • Valitse aktiviteetti Lecture 5, January 26, 2021, Ordinary differential equation models for biological networks

    Lecture 5, January 26, 2021, Ordinary differential equation models for biological networks
    

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    • Lecture 5, January 26, 2021, Ordinary differential equation models for biological networks
      • MBN-05-ode-models.pdf
  • Valitse aktiviteetti Lecture 6, January 29, 2021, Parameter estimation for biological networks

    Lecture 6, January 29, 2021, Parameter estimation for biological networks
    

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    • Lecture 6, January 29, 2021, Parameter estimation for biological networks
      • MBN-06-parameter-optimization.pdf
  • Valitse aktiviteetti Lecture 7, February 2, 2021, Biological network structure selection: Bayesian model comparison

    Lecture 7, February 2, 2021, Biological network structure selection: Bayesian model comparison
    

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    • Lecture 7, February 2, 2021, Biological network structure selection: Bayesian model comparison
      • MBN-07-model-comparison.pdf
  • Valitse aktiviteetti Lecture 8, February 5, 2021, Biological network structure selection: Approximative methods

    Lecture 8, February 5, 2021, Biological network structure selection: Approximative methods
    

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    • Lecture 8, February 5, 2021, Biological network structure selection: Approximative methods
      • MBN-07-structure-learning.pdf
  • Valitse aktiviteetti Lecture 9, February 9, 2021, Bayesian networks as models of biological networks

    Lecture 9, February 9, 2021, Bayesian networks as models of biological networks
    

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    • Lecture 9, February 9, 2021, Bayesian networks as models of biological networks
      • MBN-09-bayes-nets.pdf
  • Valitse aktiviteetti Lecture 10, February 12, 2021, Boolean networks and relevance networks as models of biological networks

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    • Lecture 10, February 12, 2021, Boolean networks and relevance networks as models of biological networks
      • MBN-10-boolean-and-dependency.pdf
  • Valitse aktiviteetti Lecture 11, February 16, 2021, Undirected graphical models and graphical lasso

    Lecture 11, February 16, 2021, Undirected graphical models and graphical lasso
    

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    • Lecture 11, February 16, 2021, Undirected graphical models and graphical lasso
      • MBN-11-undirected-graphical-models.pdf