List of functions and classes (API)#
This package is still under initial development stage, so public APIs are not expected to be stable. Please stay updated and don’t hesitate to raise feedback or issues through GitHub issues or Slack workspace.
APIs for Basic Usage#
A typical inversion run in
cofi involves the following four objects:
base class of all forward problems that includes methods you can use to define a forward problem
a holder for you to define how you’d like the inversion problem to be solved
takes in both of above objects and can be thought of as a running engine
an object returned by
Inversion.run()(you won’t need to define this explicitly)
The “object” here is simply a variable, but more flexible and powerful than an integer or string, in the sense that they can have properties and methods attached to them. In the following pages we expand what are available for each of the class object we mention above, and how to use them.
Base class for an inversion problem setup.
Class for specification on how an inversion will run, including which backend tool to use and solver-specific parameters.
The result class of an inversion run.
APIs for Advanced Usage#
BaseInferenceTool is the base class of all backend inversion tools. To plug in your own inversion
tools, simply create a subclass of
BaseInferenceTool and implements
__call__(). Expand the details below for more concrete examples.
Base class for backend inference tool wrappers
cofi.utils contains a set of helper classes and routines to enable
easier problem definitions.
Utility classes and functions (e.g.