Dear colleagues,
Still availability for Certaras full-day hands-on workshop before the PAGE
Congress on R speaks NLME and pyDarwin. R Speaks NLME (RsNLME,
https://www.certara.com/software/r-speaks-nlme-rsnlme/, and documentation at
https://certara.github.io/R-RsNLME) is an open source collection of R packages
and companion RShiny apps that allow scientists to run models using the Certara
NLME engine directly from the R command line. RsNLME provides turnkey workflows
to efficiently build and run a wide range of population PK/PD models.
pyDarwin ( https://certara.github.io/pyDarwin/html/index.html) is an open source
python package for machine learning based population pk/pd Model selection.
pyDarwin makes available 6 machine learning algorithms for robust, efficient
and objective selection from a user defined set of candidate models.
Objectives: RsNLME and Pirana
* Introduction and Overview of RsNLME and Pirana
* Creating RsNLME models
* Pirana New Model command
* RsNLME command line
* Importing models from Phoenix
* Executing RsNLME models
* Model Diagnostics
* Model Refinement
* Visual Predictive Check
* Simulation
Objectives: pyDarwin
* Overview/theory of machine learning model selection in pyDarwin
* Implementation of pyDarwin (NLME) from command line - hands on using
AWS workspace
* Implementation of RDarwin (NLME) in RStudio - hands on using AWS
workspace
* Reporting search results using Darwin Reporter - hands on using AWS
workspace.
Registration fee: $275
Mark Sale M.D.
Vice President
Integrated Drug Development
[email protected]
Remote-Forestville CA
Office Hours 9 AM - 5 PM Eastern Time
+1 302-516-1684
www.certara.com
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