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Insurance Python Packages

Python packages with the GitHub topic insurance. Sorted by relevance, with stars and monthly downloads.
OasisLMF
oasislmf

Loss modelling framework.

17K 145 66
PricingFrontier
rustystats

Fast Generalized Linear Models with a Rust backend - statsmodels compatible

15K 6 1
thequackdaddy
tweedie

Tweedie family density estimation in python

12K 31 15
Bigred97
apra-mcp

Query the Australian Prudential Regulation Authority in plain English from Claude or any MCP client. Per-bank capital ratios, fund-level super, life + general insurance — post-AASB17.

11K 0 0
mynl
aggregate

Tools for creating and working with aggregate probability distributions.

4K 61 13
seokhoonj
lossratio

Python sibling of the R lossratio package: loss-ratio analysis and projection for long-term health insurance. Stage-adaptive projection (exposure-driven before maturity, chain ladder after), with maturity point and cohort regime detection. In development.

3K 1 0
CosmikArt
burncost

Burning cost analysis for P&C ratemaking: chain-ladder, Bornhuetter-Ferguson, trend estimation, premium on-leveling, Mack residuals. pip install burncost

1K 0 0
1099policy
ten99policy

Python library for the 1099policy API. https://1099policy.com

1K 1 0
PricingFrontier
haute

Open-source pricing engine

1K 9 5
ensuro
ensuro

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

1K 22 5
AlexFiliakov
ergodic-insurance

Financial modeling for widget manufacturers with ergodic insurance limits

1K 4 0
CosmikArt
actuarcredibility

Credibility models for actuarial pricing: Bühlmann, Bühlmann-Straub, Jewell hierarchical, Hachemeister regression, classical, and Bayesian (PyMC). pip install actuarcredibility

1K 1 0
aws-samples
aws-insurancelake-etl

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

1K 35 16
anbarief
actuarydesk

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

1K 9 2
oreum-industries
oreum-core

Core tools for use on projects by Oreum Industries

914 1 0
burning-cost
insurance-monitoring

Model drift detection for insurance pricing — exposure-weighted PSI/CSI, A/E ratios, Gini drift z-test

849 0 0
burning-cost
insurance-fairness

Proxy discrimination auditing for insurance pricing — FCA EP25/2, Consumer Duty, bias metrics

820 0 0
MindSetLib
insolver

Low code machine learning library, specified for insurance tasks: prepare data, build model, implement into production.

807 19 4
burning-cost
insurance-datasets

Synthetic UK motor insurance datasets with known DGP for model validation

715 0 0
burning-cost
insurance-causal

Causal inference for insurance pricing — DML, CatBoost nuisance models, confounding bias reports

703 0 0
aws-samples
aws-insurancelake-infrastructure

A CDK Python app for deploying foundational infrastructure for InsuranceLake in AWS

659 18 9
CosmikArt
actudist

Python library for P&C loss distributions: severity and frequency families, MLE fitting, layer statistics, goodness-of-fit. pip install actudist

650 0 0
burning-cost
insurance-gam

Interpretable GAM models for insurance pricing — EBM tariffs, Actuarial NAM, Pairwise Interaction Networks (PIN), exact Shapley values

632 0 0
burning-cost
shap-relativities

SHAP-based rating relativities from GBM models for insurance pricing — extract GLM-style factors from CatBoost, Polars

599 0 0
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