Future Development

Feel free to reach out through Issues forum if you wish to add features or help in any other way. If there are any issues, bugs or improvement recommendations, please raise them in the forum. Especially reach out if you want to contribute with any of the possible features listed below.

Possible Future Features

In BaseSampler Class

• Sampling trace animation

• ECDF plot

• Forrest plot of parameter estimates with credible intervals

• Monte Carlo Error

• Support for multiple chains

Monte Carlo Methods

• Slice sampling

• Annealed importance sampling

• Component-wise Metropolis

• Independent Metropolis

• Wang-Landau algorithm

• Monte Carlo tree search

• Direct Sampling Monte Carlo

• Monte Carlo statistical distribution test