Vision: A framework that models, simulates, and optimizes real-world systems with guaranteed feedback-loop consistency, moving beyond correlations to represent stateful, resource-aware, constraint-respecting processes.
18 Modules
55 Classes
279 Methods
v0.1.0 Version

Project Structure

dynexus/ ├── __init__.py ├── ccm/ │ └── __init__.py ├── cir/ │ ├── __init__.py │ └── passes/ │ └── __init__.py ├── cli/ │ └── __init__.py ├── core/ │ ├── __init__.py │ ├── action/ │ │ ├── __init__.py │ │ ├── effect.py │ │ ├── policy.py │ │ ├── proposal.py │ │ └── validator.py │ ├── contract/ │ │ └── __init__.py │ ├── executive/ │ │ └── __init__.py │ ├── intervention/ │ │ └── __init__.py │ ├── learning/ │ │ └── __init__.py │ ├── memory/ │ │ └── __init__.py │ ├── process/ │ │ └── __init__.py │ ├── reasoning/ │ │ └── __init__.py │ ├── resources/ │ │ └── __init__.py │ └── variable/ │ ├── __init__.py │ ├── base.py │ ├── domain.py │ ├── meta.py │ ├── random.py │ ├── reason.py │ ├── state.py │ ├── stochastic.py │ └── variable.py ├── domain/ │ ├── __init__.py │ └── template/ │ └── __init__.py ├── integration/ │ ├── __init__.py │ ├── external/ │ │ └── __init__.py │ └── io/ │ └── __init__.py ├── math/ │ ├── __init__.py │ └── statistics/ │ ├── __init__.py │ ├── core.py │ └── utils.py ├── solver/ │ └── __init__.py ├── utils/ │ ├── __init__.py │ ├── config.py │ ├── id.py │ ├── logging.py │ ├── mixin.py │ └── types.py └── viz/ └── __init__.py

Core Abstractions

Variable

Output of a mechanism with reasoning capabilities

dynexus/core/variable/

Mechanism

Causal unit producing variables, consuming resources

dynexus/core/process/

Process

Set of mechanisms evolving over time

dynexus/core/process/

Contract

Physical/logical/resource-based constraints

dynexus/core/contract/

Development Continuity

This page embeds the complete API specification for seamless development handoff.