pymc (conda): PyMC is a python module that implements Bayesian statistical models and fitting algorithms, including Markov chain Monte Carlo. Its flexibility and extensibility make it applicable to a large suite of problems. Along with core sampling functionality, PyMC includes methods for summarizing output, plotting, goodness-of-fit and convergence diagnostics.
Keywords: bayesian-inference|mcmc|probabilistic-programming|pytensor|python|statistical-analysis|variational-inference