The PyePAL API reference ======================== The PAL package ----------------- Core functions ............... .. automodule:: pyepal.pal.core :members: :show-inheritance: :special-members: Base class ............... .. automodule:: pyepal.pal.pal_base :members: :show-inheritance: :special-members: For GPy models ........................ .. automodule:: pyepal.pal.pal_gpy :members: :show-inheritance: :special-members: For coregionalized GPy models .................................. .. automodule:: pyepal.pal.pal_coregionalized :members: :show-inheritance: :special-members: For sklearn GPR models ........................ .. automodule:: pyepal.pal.pal_sklearn :members: :show-inheritance: :special-members: :private-members: For quantile regression with LightGBM ....................................... .. automodule:: pyepal.pal.pal_gbdt :members: :show-inheritance: :special-members: For GPR with GPFlow ....................................... .. automodule:: pyepal.pal.pal_gpflowgpr :members: :show-inheritance: :special-members: For GPR with BoTorch ....................................... .. automodule:: pyepal.pal.pal_botorch :members: :show-inheritance: :special-members: For GBDT with CatBoost ....................................... .. automodule:: pyepal.pal.pal_catboost :members: :show-inheritance: :special-members: Schedules for hyperparameter optimization ........................................... .. automodule:: pyepal.pal.schedules :members: :show-inheritance: :special-members: Utilities for multiobjective optimization ........................................... .. automodule:: pyepal.pal.utils :members: :show-inheritance: :special-members: Utilities for plotting ........................................... .. automodule:: pyepal.plotting :members: :show-inheritance: :special-members: Input validation ........................................... .. automodule:: pyepal.pal.validate_inputs :members: :show-inheritance: :special-members: The models package ------------------- Helper functions for GPR with GPy ................................... .. automodule:: pyepal.models.gpr :members: :show-inheritance: :special-members: Helper functions for GPR with BoTorch ........................................ .. automodule:: pyepal.models.botorch_gp :members: :show-inheritance: :special-members: