arviz (2) cholesky (1) emacs (1) linux (1) multivariate normal (1) optimization (1) org (1) pyro (3) pystan (2) rstan (3) soccer (2) stan (1) tensorflow (7) variational inference (2)

 arviz (2)

Bayesian workflow with TFP and arviz
Exploration with arviz

 cholesky (1)

Multivariate normal covariance matrices and the cholesky decomposition

 emacs (1)

Blogging with Emacs, Org, and GitHub Pages

 linux (1)

Helpful command line tools

 multivariate normal (1)

Multivariate normal covariance matrices and the cholesky decomposition

 optimization (1)

1,000 Rosenbrock functions

 org (1)

Blogging with Emacs, Org, and GitHub Pages

 pyro (3)

Variational inference with pyro
Exploration with arviz
Going NUTS with pyro and pystan

 pystan (2)

Maximum likelihood estimation with tensorflow probability and pystan (and now rstan too)
Going NUTS with pyro and pystan

 rstan (3)

Maximum likelihood estimation with tensorflow probability and stan take 2
Maximum likelihood estimation with tensorflow probability and pystan (and now rstan too)
Checking soccer models with PPC

 soccer (2)

The ordered logistic distribution
Checking soccer models with PPC

 stan (1)

The ordered logistic distribution

 tensorflow (7)

Bayesian workflow with TFP and arviz
almost always auto (batched)
sample all the distributions
The ordered logistic distribution
Maximum likelihood estimation with tensorflow probability and stan take 2
1,000 Rosenbrock functions
Maximum likelihood estimation with tensorflow probability and pystan (and now rstan too)

 variational inference (2)

Variational inference with pyro
Variational inference basics