MXFusion
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Design Overview
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PPCA
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mxfusion
mxfusion.components
mxfusion.components.distributions
mxfusion.components.distributions.categorical
mxfusion.components.distributions.distribution
mxfusion.components.distributions.normal
mxfusion.components.distributions.pointmass
mxfusion.components.distributions.random_gen
mxfusion.components.distributions.univariate
mxfusion.components.distributions.gp
mxfusion.components.distributions.gp.gp
mxfusion.components.distributions.gp.cond_gp
mxfusion.components.distributions.gp.kernels
mxfusion.components.distributions.gp.kernels.add_kernel
mxfusion.components.distributions.gp.kernels.kernel
mxfusion.components.distributions.gp.kernels.linear
mxfusion.components.distributions.gp.kernels.rbf
mxfusion.components.distributions.gp.kernels.static
mxfusion.components.distributions.gp.kernels.stationary
mxfusion.components.functions
mxfusion.components.functions.function_evaluation
mxfusion.components.functions.gluon_func_eval
mxfusion.components.functions.mxfusion_gluon_function
mxfusion.components.modules
mxfusion.components.modules.module
mxfusion.components.variables
mxfusion.components.variables.runtime_variable
mxfusion.components.variables.var_trans
mxfusion.components.variables.variable
mxfusion.components.factor
mxfusion.components.model_component
mxfusion.models
mxfusion.models.factor_graph
mxfusion.models.model
mxfusion.models.posterior
mxfusion.inference
mxfusion.inference.batch_loop
mxfusion.inference.forward_sampling
mxfusion.inference.grad_based_inference
mxfusion.inference.grad_loop
mxfusion.inference.inference_alg
mxfusion.inference.inference_parameters
mxfusion.inference.inference
mxfusion.inference.map
mxfusion.inference.meanfield
mxfusion.inference.minibatch_loop
mxfusion.inference.variational
mxfusion.util
mxfusion.util.customop
mxfusion.util.graph_serialization
mxfusion.util.inference
mxfusion.util.testutils
mxfusion.util.util
Tutorials
Introduction (through Probabilistic PCA)
Bayesian Neural Network Classification
Bayesian Neural Network Regression
Variational Auto-Encoder
Writing your own Distribution
MXFusion
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CIPs
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CIPs
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CIPs are a design proposal mechanism from the Apache Software Foundation.
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