Interface for 'pyDarwin' Machine Learning Pharmacometric Model Development
Add Covariate into PML models
Add a Custom Space to a PMLModels Object
Add Dosepoint in PML models
Add Multiple Model Spaces to a PMLModels Object
Add Structural parameter into PML models Dosepoints
Create a new Covariate object and validate it
Create a Custom Space (PML Model) from Code
Get the list of objects describing the PML models by set of Emax param...
Get the list of objects describing the PML models by set of PD paramet...
Get the list of objects describing the PML models by set of PK paramet...
Create pyDarwin Options
Create a new Dosepoint object and validate it
Create an Expression object
Get Model Terms to Map
Create an object of class InitialEstimate
List Covariates in the currrent PML set
List Dosepoints in the current PML set
List Observations in the current PML set
List Unique Omega Names
List Structural Parameters in the currrent PML set
List Unique Theta Names
Modify Dosepoint in PML models
Modify Observation class in PML models
Modify Omega Parameters in PML Models
Modify structural parameter in PML models set
Modify custom structural parameter in PML spaces
Modify Theta Parameters in PML Models
Create an instance of Observation class.
Create an instance of custom Observation class.
Create an Omega instance with validation
Generate NLME Model Template from JSON Specification
Output a Custom Space
Create options for the Genetic Algorithm (GA) in pyDarwin.
Grid Adapter Options for pyDarwin
Create Options for the pyDarwin MOGA Block
Create pyDarwin Penalty Options
Create pyDarwin Postprocess Options
Create options for the Particle Swarm Optimization (PSO) in pyDarwin.
Reconnect, Monitor, and Retrieve Results from a Remote pyDarwin Job
Remove Covariate from PML models
Remove Observation from PML models
Remove structural parameter from PML models
Run pyDarwin Model Search
Run pyDarwin on a Remote Host via SSH
Create an instance of Sigmas class.
Specify Engine Parameters for NLME Model Execution
Specify Engine Parameters for Model Simulation
Stop pyDarwin Model Search
Stop a Remote pyDarwin Job
Create an instance of a Structural parameter.
Class initializer for NLME tables
Create a new Theta instance with validation.
Prints NLME metamodel template file and token json file using given op...
Write pyDarwin options to a JSON file.
Utilities that support the usage of 'pyDarwin' (<https://certara.github.io/pyDarwin/>) for ease of setup and execution of a machine learning based pharmacometric model search with Certara's Non-Linear Mixed Effects (NLME) modeling engine.