Welcome to particles’ documentation!¶
This package was developed to complement the book:
An introduction to Sequential Monte Carlo
by Nicolas Chopin and Omiros Papaspiliopoulos.
The scripts used to perform the numerical experiments discussed in the book may
be found in folder book.
The documentation refers sometimes to the book for some theoretical details, but otherwise is meant to be self-sufficient.
To get an overview of what particles can do, we strongly recommend that you have a look at the notebook tutorials first (see Overview section).
To get help on a specific module, class, function, etc., see the indices below,
or use the help command in python:
from particles import resampling as rs
help(rs) # help on module resampling
help(rs.multinomial) # help on a specific function in that module