API Reference¶
Auto-generated from source docstrings via mkdocstrings.
Modules¶
| Module | Summary |
|---|---|
pygx.symbolic |
Symbolic classes, containers and functions, plus the operations on them. |
pygx.typing |
Runtime typing for symbolic objects: schemas, fields, and value specs. |
pygx.geno |
Program genome and genotypes. |
pygx.hyper |
Hyper objects: representing template-based object space. |
pygx.detouring |
Redirecting class instantiation to other classes or functions in a scope. |
pygx.patching |
Systematic patching on symbolic values. |
pygx.tuning |
Distributed tuning with pluggable backends. |
pygx.views |
Pluggable rendering of symbolic objects and other Python values. |
pygx.views.html |
HTML views for PyGX objects. |
pygx.views.html.controls |
Common HTML controls. |
pygx.io |
Pluggable IO with unified interfaces. |
pygx.coding |
Runtime compilation, execution and sandboxing of Python source code. |
pygx.concurrent |
Concurrent execution under PyGX's contextual overrides. |
pygx.formatting |
String formatting primitives shared across PyGX. |
pygx.topology |
Tree topology primitives: paths, missing-value sentinels, and traversal. |
pygx.wire |
Wire formats for serializing PyGX values. |
pygx.contextual |
Context-scoped value override for PyGX. |
pygx.error_handling |
Exception classification and contextual error capture for PyGX. |
pygx.instrument |
PyGX's instrumentation sub-packages. |
pygx.instrument.logging |
Logging for PyGX. |
pygx.instrument.monitoring |
Pluggable metric systems for monitoring. |
pygx.algo |
PyGX's algorithm sub-packages. |
pygx.algo.early_stopping |
Early stopping policies for tuning loops. |
pygx.algo.evolution |
Compositional evolutionary algorithms. |
pygx.algo.evolution.selectors |
Common selectors for evolutionary algorithms. |
pygx.algo.evolution.mutators |
Mutators for evolutionary algorithms. |
pygx.algo.evolution.recombinators |
Common recombinators for evolutionary algorithms. |
pygx.algo.evolution.where |
Interfaces and utilities for decision point selection. |
pygx.algo.mutfun |
General mutable functions for evolution and symbolic regression. |
pygx.algo.scalars |
Step-based scalars used as hyper-parameters for PyGX algorithms. |