Scenario Analysis Python Packages

ixmp4

A data warehouse for high-powered scenario analysis in the domain of integrated assessment of climate change and energy systems modeling

futuresearch

Forecast what will happen, including outcomes of your decisions.

taipy-gui

Turns Data and AI algorithms into production-ready web applications in no time.

taipy-core

Turns Data and AI algorithms into production-ready web applications in no time.

taipy

Turns Data and AI algorithms into production-ready web applications in no time.

taipy-rest

Turns Data and AI algorithms into production-ready web applications in no time.

taipy-templates

Turns Data and AI algorithms into production-ready web applications in no time.

futuresearch-mcp

Forecast what will happen, including outcomes of your decisions.

taipy-common

Turns Data and AI algorithms into production-ready web applications in no time.

scenariocompass

Evaluation & analysis for the Scenario Compass Initiative

commonroad-crime

🚧 🚔 ⚠ Toolbox to compute Criticality Measures for Automated Vehicles

fxtensor-bayesnet

Config-driven inference for discrete Bayesian networks: scenario comparison, Bayesian updating, root-cause inference, daily snapshots and figures (built on fxtensor-salmon)

flyingkoala

FlyingKoala turns Excel into a user interface for defining calculations in Python and so reduces the complexity for humans translating from Excel to Python and makes the calculations more transparent to other domain experts, managers, bankers and auditors.

omenai

The XAI-Powered strategic engine for reasoning how technologies impact the market.

excel-model

YAML-driven Excel financial model generator

langgraph-scenario-lab

Scenario-based testing for production LangGraph apps. Write behavioral tests in plain Python, assert on execution traces, inject faults, mock LLMs, and replay recordings — no DSL, no YAML.

finir

A financial intermediate representation and incremental execution runtime for AI systems typed finance IR, dependency-aware caching, scenario engine, CPU/GPU dispatch.

asi-proxy-phase-growth-simulator

Python Monte Carlo simulator for uncertainty, risk, verification, and resource-constrained scenario analysis.

polyhedron-opt

Polyhedron is a domain-driven Python optimization modeling framework that turns business entities into transparent MILP/MIQP models, with built-in diagnostics, scenario analysis, and robust solver interoperability.

taleb-analysis

A new package would provide a text input describing a system, event, or scenario, and return a structured analysis based on Nassim Taleb's concepts of Black Swan events and antifragility. It would ide