bayesian_methods

Exercises on Bayesian methods for machine learning

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
.gitignore		.gitignore
Bayes Logit Variational Inference.ipynb		Bayes Logit Variational Inference.ipynb
Bayes Logit.ipynb		Bayes Logit.ipynb
Bayes Random Effects Logit.ipynb		Bayes Random Effects Logit.ipynb
Bayesian regression on loans.ipynb		Bayesian regression on loans.ipynb
Bayesian_probit.ipynb		Bayesian_probit.ipynb
CryptoLSTM.ipynb		CryptoLSTM.ipynb
Dirichlet distribution.ipynb		Dirichlet distribution.ipynb
Edward coinflip example.ipynb		Edward coinflip example.ipynb
Edward_mixture_model.ipynb		Edward_mixture_model.ipynb
LDA.ipynb		LDA.ipynb
LDA_simple.ipynb		LDA_simple.ipynb
MCMC_Gibbs_sampling.ipynb		MCMC_Gibbs_sampling.ipynb
MCMC_Metropolis_Hastings.ipynb		MCMC_Metropolis_Hastings.ipynb
MCMC_collapsed_gibbs.ipynb		MCMC_collapsed_gibbs.ipynb
README.md		README.md
Variational_inference_fixed_form.ipynb		Variational_inference_fixed_form.ipynb
Variational_inference_mean_field.ipynb		Variational_inference_mean_field.ipynb
deep_exponential.ipynb		deep_exponential.ipynb
load_lendingclub.R		load_lendingclub.R
mixture_of_linear_regressions.ipynb		mixture_of_linear_regressions.ipynb
regression_Customer_ratings.ipynb		regression_Customer_ratings.ipynb

johaupt/bayesian_methods