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VentureScript Reference Manual
ΒΆ
Contents:
Overview
Intuition
Usage
Standalone Invocation
Programming Model
Directive Cheatsheet
Directives
Directive manipulation
Pseudo-Directives
Inference
Definitions
Miscellaneous Instructions
Modeling Syntax Reference
Introduction
Special Forms
Built-in Procedures
Built-in Helpers
Inference Syntax Reference
Introduction
Scopes, Blocks, and the Local Posterior
Built-in Procedures for Inference
Built-in Helpers
Special Forms
Python Interface
Plugins and Callbacks
Built-in Callbacks
VenStan: Experimental Stan Integration
Architecture
Usage Requirements and Gotchas
Reference
Python API Reference
Entry Point: package venture.shortcuts
Read Infer Predict Layer: module venture.ripl.ripl
Programmatic values and expressions: module venture.value.dicts
Stochastic Procedure Interface: module venture.lite.sp
Primitive Stochastic Procedure Interface: module venture.lite.psp
Foreign SP helpers: module venture.lite.sp_help
Type annotations for foreign procedures: module venture.lite.types
Internal representation of values: module venture.lite.value
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