├── Bayesian Inference.mlappinstall ├── LICENSE.txt ├── README.md ├── entropy.m ├── invert_VBAtoolbox.m ├── invert_monte_carlo.m ├── invert_variational_laplace.m ├── invert_variational_numeric.m ├── invert_variational_stochastic.m ├── log_joint.m ├── log_likelihood.m ├── main.m ├── sigmoid.m └── simulate_data.m /Bayesian Inference.mlappinstall: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lionel-rigoux/tutorial-bayesian-inference/HEAD/Bayesian Inference.mlappinstall -------------------------------------------------------------------------------- /LICENSE.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lionel-rigoux/tutorial-bayesian-inference/HEAD/LICENSE.txt -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lionel-rigoux/tutorial-bayesian-inference/HEAD/README.md -------------------------------------------------------------------------------- /entropy.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lionel-rigoux/tutorial-bayesian-inference/HEAD/entropy.m -------------------------------------------------------------------------------- /invert_VBAtoolbox.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lionel-rigoux/tutorial-bayesian-inference/HEAD/invert_VBAtoolbox.m -------------------------------------------------------------------------------- /invert_monte_carlo.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lionel-rigoux/tutorial-bayesian-inference/HEAD/invert_monte_carlo.m -------------------------------------------------------------------------------- /invert_variational_laplace.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lionel-rigoux/tutorial-bayesian-inference/HEAD/invert_variational_laplace.m -------------------------------------------------------------------------------- /invert_variational_numeric.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lionel-rigoux/tutorial-bayesian-inference/HEAD/invert_variational_numeric.m -------------------------------------------------------------------------------- /invert_variational_stochastic.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lionel-rigoux/tutorial-bayesian-inference/HEAD/invert_variational_stochastic.m -------------------------------------------------------------------------------- /log_joint.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lionel-rigoux/tutorial-bayesian-inference/HEAD/log_joint.m -------------------------------------------------------------------------------- /log_likelihood.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lionel-rigoux/tutorial-bayesian-inference/HEAD/log_likelihood.m -------------------------------------------------------------------------------- /main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lionel-rigoux/tutorial-bayesian-inference/HEAD/main.m -------------------------------------------------------------------------------- /sigmoid.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lionel-rigoux/tutorial-bayesian-inference/HEAD/sigmoid.m -------------------------------------------------------------------------------- /simulate_data.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lionel-rigoux/tutorial-bayesian-inference/HEAD/simulate_data.m --------------------------------------------------------------------------------