API Reference ============= .. automodule:: perfusio :members: :undoc-members: Mechanistic Models ------------------ .. automodule:: perfusio.mechanistic.kinetics :members: :undoc-members: :show-inheritance: .. automodule:: perfusio.mechanistic.models :members: :undoc-members: :show-inheritance: .. automodule:: perfusio.mechanistic.integrators :members: :undoc-members: :show-inheritance: Gaussian Process Layer ----------------------- .. automodule:: perfusio.gp.kernels :members: :undoc-members: :show-inheritance: .. automodule:: perfusio.gp.exact_gp :members: :undoc-members: :show-inheritance: .. automodule:: perfusio.gp.stepwise :members: :undoc-members: :show-inheritance: .. automodule:: perfusio.gp.ensemble :members: :undoc-members: :show-inheritance: .. automodule:: perfusio.gp.means :members: :undoc-members: :show-inheritance: Transfer Learning ----------------- .. automodule:: perfusio.embedding.clones :members: :undoc-members: :show-inheritance: .. automodule:: perfusio.embedding.transfer :members: :undoc-members: :show-inheritance: Hybrid State-Space Model ------------------------ .. automodule:: perfusio.hybrid.model :members: :undoc-members: :show-inheritance: .. automodule:: perfusio.hybrid.train :members: :undoc-members: :show-inheritance: .. automodule:: perfusio.hybrid.forecast :members: :undoc-members: :show-inheritance: Bayesian Experimental Design ----------------------------- .. automodule:: perfusio.bed.acquisitions :members: :undoc-members: :show-inheritance: .. automodule:: perfusio.bed.objectives :members: :undoc-members: :show-inheritance: .. automodule:: perfusio.bed.policies :members: :undoc-members: :show-inheritance: .. automodule:: perfusio.bed.pareto :members: :undoc-members: :show-inheritance: .. automodule:: perfusio.bed.search :members: :undoc-members: :show-inheritance: Simulator --------- .. automodule:: perfusio.simulator.cho_perfusion :members: :undoc-members: :show-inheritance: .. automodule:: perfusio.simulator.doe :members: :undoc-members: :show-inheritance: .. automodule:: perfusio.simulator.noise :members: :undoc-members: :show-inheritance: Digital Twin ------------ .. automodule:: perfusio.twin.digital_twin :members: :undoc-members: :show-inheritance: .. automodule:: perfusio.twin.audit :members: :undoc-members: :show-inheritance: .. automodule:: perfusio.twin.notifications :members: :undoc-members: :show-inheritance: .. automodule:: perfusio.twin.scheduler :members: :undoc-members: :show-inheritance: Connectors ---------- .. automodule:: perfusio.connectors.base :members: :undoc-members: :show-inheritance: .. automodule:: perfusio.connectors.opcua_client :members: :undoc-members: :show-inheritance: .. automodule:: perfusio.connectors.sql_store :members: :undoc-members: :show-inheritance: .. automodule:: perfusio.connectors.filesystem :members: :undoc-members: :show-inheritance: .. automodule:: perfusio.connectors.ambr250_emulator :members: :undoc-members: :show-inheritance: Metrics ------- .. automodule:: perfusio.metrics.rrmse :members: :undoc-members: :show-inheritance: .. automodule:: perfusio.metrics.coverage :members: :undoc-members: :show-inheritance: .. automodule:: perfusio.metrics.multiobjective :members: :undoc-members: :show-inheritance: Visualisation ------------- .. automodule:: perfusio.viz.static :members: :undoc-members: :show-inheritance: .. automodule:: perfusio.viz.interactive :members: :undoc-members: :show-inheritance: Chemistry Utilities ------------------- .. automodule:: perfusio.chemistry.balances :members: :undoc-members: :show-inheritance: .. automodule:: perfusio.chemistry.species :members: :undoc-members: :show-inheritance: .. automodule:: perfusio.chemistry.volumes :members: :undoc-members: :show-inheritance: Configuration & Types --------------------- .. automodule:: perfusio.config :members: :undoc-members: :show-inheritance: .. automodule:: perfusio.states :members: :undoc-members: :show-inheritance: