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GenAI-Net (RL4CRN)

plotting_style

Maurice-Filo/GenAI-Net

GenAI-Net (RL4CRN)

Maurice-Filo/GenAI-Net

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Reference
Reference
- agent2env_interface
  agent2env_interface
- agents
  agents
  - abstract_agent
  - reinforce_agent
- policies
  policies
- rewards
  rewards
  - deterministic
  - stochastic
- utils
  utils
  - ffnn
  - generate_initial_conditions
  - hall_of_fame
  - ic
  - stochastic
  - stochastic_visualizations
  - utils
  - visualizations
  - crn_builders
  - input_interface
  - library_builders
  - plotting_style plotting_style
    Table of contents
    
    plotting_style
    
    paper_rc_context
  - default_tasks
    default_tasks
    
    ClassificationTaskKind
    
    DoseResponseTaskKind
    
    HabituationTaskKind
    
    LogicTaskKind
    
    OscillatorFreqTaskKind
    
    OscillatorMeanTaskKind
    
    SSATrackingTaskKind
    
    TrackingTaskKind
- distributions
  distributions
  - categorical
  - lognormal
- env2agent_interface
  env2agent_interface
- environments
  environments
- iocrns
  iocrns
Applications
Applications
- DoseResponse
  DoseResponse
  - HF3
    HF3
    
    1 added reactions
    1 added reactions
    
    1 added reactions run0
    
    2 added reactions
    2 added reactions
    
    2 added reactions run0
    
    3 added reactions
    3 added reactions
    
    3 added reactions run0
    
    4 added reactions
    4 added reactions
    
    4 added reactions run0
    
    5 added reactions
    5 added reactions
    
    hill response n=3 run0
    
    hill response n=3 run1
    
    6 added reactions
    6 added reactions
    
    6 added reactions run0
  - Ultra sensitivity
    Ultra sensitivity
    
    Ultra-sensitivity run0
    
    Ultra-sensitivity run1
    
    Ultra-sensitivity run2
- Habituation
  Habituation
  - Habituation h3 Task 3s 5r
  - Habituation h3 Task sensitization 3s 5r
- LogicCircuits
  LogicCircuits
  - 3Inputs 5Reactions
    3Inputs 5Reactions
    
    LogicCircuit 5s 5r SIL run0
    
    LogicCircuit 5s 5r SIL run1
  - 4Inputs 5Reactions
    4Inputs 5Reactions
    
    LogicCircuit 5s 5r SIL run0
    
    LogicCircuit 5s 5r SIL run1
  - 4Inputs 6Reactions
    4Inputs 6Reactions
    
    LogicCircuit 5s 6r SIL run0
  - 4Inputs 6Reactions HF
    4Inputs 6Reactions HF
    
    logic 4inputs 1output 6species 6rxns run0
  - 4Inputs 6Reactions non zero IC
    4Inputs 6Reactions non zero IC
    
    LogicCircuit 5s 6r SIL nonzeroIC run0
    
    LogicCircuit 5s 6r SIL nonzeroIC run1
    
    LogicCircuit 5s 6r SIL nonzeroIC run2
- MultiStability
  MultiStability
- Oscillators
  Oscillators
  - Frequency
    Frequency
    
    oscillators freq 3species 6rxns run0
    
    oscillators freq 3species 6rxns run1
    
    oscillators freq 3species 6rxns run2
  - Lift
    Lift
    
    oscillators lift 3species 6rxns run0
    
    oscillators lift 3species 6rxns run1
    
    oscillators lift 3species 6rxns run2
- RPA
  RPA
  - 2Species 4Reactions
    2Species 4Reactions
    
    RPA 2species 4rxns run0
    
    RPA 2species 4rxns run1
    
    RPA 2species 4rxns run2
    
    RPA 2species 4rxns run3
  - 3Species 5Reactions
    3Species 5Reactions
    
    RPA 3species 5rxns run0
    
    RPA 3species 5rxns run1
    
    RPA 3species 5rxns run2
  - 3Species 8Reactions
    3Species 8Reactions
    
    RPA 6species 8rxns run0
    
    RPA 6species 8rxns run1
    
    RPA 6species 8rxns run2
- RPA With CV Reduction
  RPA With CV Reduction

plotting_style

`RL4CRN.utils.plotting_style`

`paper_rc_context`

Context manager applying paper-ready rcParams plus user overrides.