Insurance Python Packages

rustystats

Fast Generalized Linear Models with a Rust backend

oasislmf

Loss modelling framework.

tweedie

Tweedie family density estimation in python

haute

Open-source pricing engine

aggregate

Tools for creating and working with aggregate probability distributions.

actuarialpy

Purpose-neutral actuarial calculation primitives: metrics, reserving, trend, credibility, pooling, financial math. Foundation of the OpenActuarial ecosystem.

britecore-sdk

Professional Python SDK for the BriteCore API — complete endpoint coverage, async support, OAuth/API key auth, and type hints.

bima-mcp

MCP server for Kenya insurance intelligence — NHIF-era (now SHA/SHIF) coverage figures, parametric crop risk, microinsurance comparison. Demo data.

proteusllp-actuarial-library

Proteus Actuarial Library: A package for building and running stochastic actuarial models in Python.

allyanonimiser

Australian-focused PII detection and anonymization for the insurance industry

oreum-core

Core tools for use on projects by Oreum Industries

freeboard

Measure how much safety envelope an AI agent deployment has left, without ever seeing its data.

extremeloss

Extreme value analysis for insurance losses: POT/GPD, GEV with uncertainty, threshold diagnostics, return levels, body-tail splicing.

ten99policy

Python bindings for the ten99policy API

insurance-monitoring

Model drift detection, calibration monitoring, and sequential A/B testing for insurance pricing models: PSI, Gini drift, Murphy decomposition, mSPRT champion/challenger.

aws-insurancelake-etl

A CDK Python app for deploying ETL jobs that operate data pipelines for InsuranceLake in AWS

insurance-causal

Causal inference for insurance pricing: double machine learning, price elasticity, heterogeneous treatment effects, and post-hoc rate change evaluation for UK personal lines.

insolver

Insolver is low-code machine learning library, initially created for the insurance industry.

actuarydesk

Python package for actuary to model and analyze simple products or for actuarial students to practice.

insurance-fairness

Proxy discrimination auditing, discrimination-free pricing, and fairness diagnostics for UK insurance pricing models under FCA Consumer Duty and Equality Act 2010.

ratingmodels

Rating and pricing models: manual and experience rate build-up, credibility blending, rate indications and decomposition, GLM relativities and evaluation, and pricing scenarios.

ensuro

Ensuro Protocol - Blockchain-based, licensed, (re)insurer

lossmodels

Loss-distribution modeling: severity and frequency fitting, including under deductibles and limits, and aggregate loss distributions via Panjer recursion, FFT, and simulation.

risksim

Portfolio Monte Carlo simulation and risk measures: aggregate outcomes across contracts, reinsurance layers and programs, and VaR/TVaR on the simulated distribution.