PyRank

Insurance Pricing Python Packages

Python packages with the GitHub topic insurance-pricing. Sorted by relevance, with stars and monthly downloads.
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
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
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
burning-cost
insurance-conformal

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

580 0 0
burning-cost
insurance-quantile

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

575 1 0
burning-cost
insurance-distill

GBM-to-GLM distillation for insurance pricing - surrogate factor tables for Radar/Emblem rating engines

529 0 0
gpitt71
gemact

A comprehensive actuarial package for non-life (re)insurance.

502 30 4
burning-cost
insurance-governance

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

493 1 0
burning-cost
insurance-causal-policy

SDID for causal rate change evaluation in insurance pricing — event study, HonestDiD sensitivity, FCA evidence pack (170 tests)

493 0 0
burning-cost
insurance-credibility

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

476 0 0
burning-cost
insurance-severity

Severity modelling for insurance pricing - spliced distributions, DRN, composite regression, EQRN extreme quantiles

471 0 0
burning-cost
insurance-optimise

Constrained portfolio rate optimisation for insurance pricing — SLSQP, FCA ENBP, efficient frontier, shadow prices, JSON audit trail

454 1 0
burning-cost
bayesian-pricing

Hierarchical Bayesian models for insurance pricing thin-data segments

429 0 0
burning-cost
insurance-demand

Deprecated — merged into insurance-optimise

380 0 0
burning-cost
insurance-cv

Temporal cross-validation for insurance pricing - respects policy time structure, CatBoost, Polars

378 0 0
burning-cost
insurance-frequency-severity

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

376 0 0
burning-cost
insurance-telematics

HMM-based telematics risk scoring for insurance pricing — driving state classification from raw trip data to GLM-compatible features

374 0 0
burning-cost
insurance-survival

Survival models for insurance — cure models, CLV, lapse tables, MLflow wrapper

357 0 0
burning-cost
insurance-glm-tools

GLM tooling for insurance pricing — nested GLM embeddings, R2VF factor level clustering, territory banding, SKATER

345 1 0
burning-cost
insurance-thin-data

Transfer learning and foundation models for thin-segment pricing - GLMTransfer, TabPFN wrapper, MMD shift test

331 0 0
burning-cost
insurance-elasticity

Deprecated — merged into insurance-causal

326 0 0