cptbern / tensorflow_pk

Solving initial value problems in pharmacometric modeling using TensorFlow

TensorFlow for Solving Pharmacokinetic Equations

Code for solving initial value problems / ODEs in TF/keras. Can be used directly for deployment ODE systems to production on web or mobile platforms. ODE solving with the excellent tfdiffeq package.

Contents

• TF_PK_odesolve_OA.ipynb: isolated ODE solve and simple fit of single dose 1 CMT oral absorption

* (`keras_nODE_1CMT_OA.ipynb`)

Requires

• TF 2.4 or higher
• tfdiffeq