Gaphor is the simple modeling tool

Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.

The latest incremental release of SysML v2. Start here.

Pilot implementation of the SysML v2 textual notation and visualization

Proof-of-concept pilot implementation for the Systems Modeling API and Services.

A Python package for the Systems Modeling Language (SysML) for Model-based Systems Engineering (MBSE) applications

sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data

PySysML2 is a Python-based parser for the SysML 2.0 textual modeling language. Its main purpose is to parse a SysML 2.0 textual model into a Python object, and then transform that model into various data structures useful for data science and analysis.

Cameo plugin for MMS sync and DocGen

SysIDE provides SysML v2 language support in VS Code

SysMD is a SysML v2/KerML tool with an intuitive, notebook-style interface that makes getting started easy. What truly sets SysMD apart is its integrated solver, enabling engineering calculations directly within the model while automatically ensuring consistency across constraints and requirements.

Create docker image for running SysMLv2 with Jupyter

The Specification for the System Architecture Framework (SAF)

MCP server bridging AI assistants to CATIA Magic / Cameo Systems Modeler for SysML/UML model creation, querying, and manipulation

Portable MBSE domain agents for AI-assisted systems engineering

🚧 SysML parser for Rust.

System Architecture Framework

create a consistent set of uml diagrams

Architecture that compiles. Kotlin DSL for UML 2.x, SysML 2 and C4 diagrams-as-code — CLI, Compose Desktop, IntelliJ & Obsidian plugins, Asciidoctor extension on Maven Central, ELK layout, reverse engineering (Java/Kotlin), XMI import/export, plugin SPI. Apache-2.0.

LemonTree.Automation Sample Scripts