API Reference¶

This section documents Falcon's Python API.

Package Structure¶

falcon/
├── core/           # Core framework
│   ├── graph       # Graph and Node definitions
│   ├── deployed_graph  # Runtime execution
│   └── base_estimator  # Estimator interface
└── contrib/        # Built-in implementations
    ├── SNPE_A      # Neural posterior estimation
    ├── hypercubemappingprior  # Prior distributions
    └── flow        # Normalizing flows

Core Classes¶

Class	Description
`Graph`	Container for computational graph nodes
`Node`	Single random variable in the graph
`DeployedGraph`	Runtime orchestration with Ray
`BaseEstimator`	Abstract interface for estimators

Contrib Classes¶

Class	Description
`SNPE_A`	Sequential Neural Posterior Estimation
`HypercubeMappingPrior`	Flexible prior distributions
`Flow`	Normalizing flow networks

Quick Import¶

import falcon

# Core
from falcon import Graph, Node, CompositeNode, DeployedGraph

# Contrib
from falcon.contrib import SNPE_A, HypercubeMappingPrior, Flow

# Utilities
from falcon import read_run, load_run, read_samples