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OasisLMF
oasislmf

Loss modelling framework.

22K 144 65
PricingFrontier
rustystats

Fast Generalized Linear Models with a Rust backend - statsmodels compatible

16K 7 1
thequackdaddy
tweedie

Tweedie family density estimation in python

10K 31 15
mynl
aggregate

Tools for creating and working with aggregate probability distributions.

4K 61 13
burning-cost
insurance-monitoring

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

2K 0 0
burning-cost
insurance-fairness

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

2K 0 0
PricingFrontier
haute

Open-source pricing engine

2K 9 5
ensuro
ensuro

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

2K 22 5
oreum-industries
oreum-core

Core tools for use on client projects

2K 1 0
burning-cost
insurance-gam

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

2K 0 0
burning-cost
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.

1K 0 0
1099policy
ten99policy

Python bindings for the ten99policy API

1K 1 0
burning-cost
insurance-conformal

Conformal prediction intervals for Tweedie/Poisson insurance models - distribution-free coverage guarantees

1K 0 0
burning-cost
insurance-governance

Model governance for insurance pricing — PRA SS1/23 validation reports, model risk management, risk tier scoring

1K 1 0
CosmikArt
burncost

Burning cost analysis: loss trending, development factors, and premium on-leveling for P&C pricing.

1K 0 0
MindSetLib
insolver

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

1K 19 4
burning-cost
insurance-credibility

Credibility models for UK non-life insurance pricing: Bühlmann-Straub and Bayesian experience rating

1K 0 0
burning-cost
insurance-quantile

Actuarial tail risk quantile/expectile regression for insurance pricing - TVaR, large loss loading, ILF curves, CatBoost

976 1 0
aws-samples
aws-insurancelake-etl

This solution helps you deploy ETL processes and data storage resources to create an Insurance Lake using Amazon S3 buckets for storage, AWS Glue for data transformation, and AWS CDK Pipelines. It is originally based on the AWS blog Deploy data lake ETL jobs using CDK Pipelines, and complements the InsuranceLake Infrastructure project

975 35 16
burning-cost
insurance-severity

Insurance severity modelling: composite models, DRN, EVT, MDN, SPQRx, tail scoring, CMRS allocation, Projection-to-Ultimate, and AIPW IBNR reserving

926 0 0
burning-cost
insurance-optimise

Constrained portfolio rate optimisation for UK personal lines insurance, with FCA ENBP enforcement, demand-linked objectives, efficient frontier, 3-objective Pareto surface with fairness, model quality LR adjustment, robust multi-line reinsurance, linear risk sharing pools, and convex De Finetti reinsurance design

912 1 0
anbarief
actuarydesk

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

897 9 2
CosmikArt
actuarcredibility

Credibility models for actuarial pricing: Bühlmann, Bühlmann-Straub, Jewell, Hachemeister, and Bayesian extensions.

869 0 0
burning-cost
insurance-frequency-severity

Sarmanov copula joint frequency-severity for insurance pricing — analytical premium correction, IFM estimation, dependency diagnostics

805 0 0