GPax models =========== Gaussian Processes - Fully Bayesian Implementation -------------------------------------------------- .. autoclass:: gpax.models.gp.ExactGP :members: :inherited-members: :undoc-members: :member-order: bysource :show-inheritance: .. autoclass:: gpax.models.uigp.UIGP :members: :inherited-members: :undoc-members: :member-order: bysource :show-inheritance: .. autoclass:: gpax.models.hskgp.VarNoiseGP :members: :inherited-members: :undoc-members: :member-order: bysource :show-inheritance: .. autoclass:: gpax.models.mngp.MeasuredNoiseGP :members: :inherited-members: :undoc-members: :member-order: bysource :show-inheritance: .. autoclass:: gpax.models.vgp.vExactGP :members: :inherited-members: :undoc-members: :member-order: bysource :show-inheritance: Gaussian Processes - Approximate Bayesian ------------------------------------------ .. autoclass:: gpax.models.vigp.viGP :members: :inherited-members: :undoc-members: :member-order: bysource :show-inheritance: .. autoclass:: gpax.models.sparse_gp.viSparseGP :members: :inherited-members: :undoc-members: :member-order: bysource :show-inheritance: Deep Kernel Learning - Fully Bayesian Implementation ---------------------------------------------------- .. autoclass:: gpax.models.dkl.DKL :members: :inherited-members: :undoc-members: :member-order: bysource :show-inheritance: Deep Kernel Learning - Approximate Bayesian ------------------------------------------- .. autoclass:: gpax.models.vidkl.viDKL :members: :inherited-members: :undoc-members: :member-order: bysource :show-inheritance: Infinite-width Bayesian Neural Networks ---------------------------------------- .. autoclass:: gpax.models.ibnn.iBNN :members: :inherited-members: :undoc-members: :member-order: bysource :show-inheritance: Multi-Task Learning -------------------- .. autoclass:: gpax.models.mtgp.MultiTaskGP :members: :inherited-members: :undoc-members: :member-order: bysource :show-inheritance: .. autoclass:: gpax.models.vi_mtdkl.viMTDKL :members: :inherited-members: :undoc-members: :member-order: bysource :show-inheritance: Structured Probabilistic Models ------------------------------- .. autoclass:: gpax.models.spm.sPM :members: :inherited-members: :undoc-members: :member-order: bysource :show-inheritance: