Decision Support Python Packages

asktheboard

A board of expert personas whose every decision is a pre-registered, time-anchored, reality-graded bet. BYOK; the board that keeps score, before the fact.

certcc-ssvc

Stakeholder-Specific Vulnerability Categorization

desdeo

An open source computational and fullstack framework for interactive multiobjective optimization and decision-support..

optidamtool

A Python package for analytics in dam management workflows.

agentsumo-mcp

AgentSUMO: An Agentic Framework for Interactive Simulation Scenario Generation in SUMO via Large Language Models

desdeo-brb

A trainable Belief Rule-Based (BRB) inference system with an sklearn-compatible API and optional JAX backend for differentiable training.

classical-strategy-mcp

MCP server: 5,000 years of military strategy — Napoleon, Sun Tzu, Clausewitz, Alexander, Hannibal, Genghis Khan, Shaka Zulu, Caesar

false-feet-algorithm

False Feet Algorithm: Multi-branch hypothesis evaluation with inverse resource allocation. Solves complex problems through adaptive reasoning—includes mystery solver demo + generic framework for any domain.

decision-intelligence-mcp

MCP server: analytical decision frameworks from public domain knowledge — scenario analysis, risk assessment, historical pattern recognition. Built for AI agents doing coordination and planning work.

sisu-wrapper

A lightweight wrapper for the Aalto University Sisu API

topsis-arshpreet-102017045

topsis package for MCDM problems