Visual editor and Python toolkit for creating, validating, and managing buildingSMART Data Dictionary (bSDD) JSON. Includes a PySide6 GUI and a Pydantic-based data model for standards-compliant workflows.

OpenClaw skill for browsing the web via Plasmate. Install from ClawHub to give your agent structured web access.

Code for: Explainable Machine Learning and Complex Network Theory to Manage Drinking Water Quality at Customer Taps (Gleeson et al., 2026)

Quickstart template: use Plasmate with Python. Fetch any URL and get structured SOM JSON.

Plasmate web browsing tool for HuggingFace Smolagents. Give your agent structured web access.

Plasmate web browsing tool for Microsoft AutoGen agents. Structured SOM output, not raw HTML.

Plasmate web browsing tool for CrewAI agents. 10x fewer tokens than raw HTML scraping.

Accessibility auditing via Plasmate's Semantic Object Model. 7 WCAG rules, CLI + Python API.

Site auditing powered by Plasmate. 10x faster than Chrome-based auditors. SEO, performance, and content analysis.

Scrapy middleware for Plasmate - replace Splash/Playwright with 10x faster SOM extraction.

Python SDK for Plasmate - fetch web pages as structured SOM JSON. pip install plasmate.

Try Plasmate in your browser. Replit template for the browser engine for AI agents.

SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)

🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps

Radxa SoM carrier board design files + agentic hardware-db

⚠️ ARCHIVED — This repository is no longer actively developed. Only critical bug fixes will be applied. ➡️ Successor: https://github.com/c-mellueh/bSDD-Toolkit

TensorFlow implementation of the SOM-VAE model as described in https://arxiv.org/abs/1806.02199

A Python Implementation of Self-Organizing Maps (SOM)

PyTorch implementation of Kohonen's Self-Organizing Map.

A study of non-linear manifold feature extraction in spike sorting: a comprehensive benchmark of 15 feature extraction methods