PyRank

Insurance Pricing Python Packages

Python packages with the GitHub topic insurance-pricing. Sorted by monthly downloads, with stars and forks.
gpitt71
gemact

Repository of GEMAct source code. Enjoy!

4K 32 5
WattyAI
actuaflow

The complete actuarial pricing flow for Python. A structured framework that unifies GLM modeling, proper offset handling, and predictive diagnostics for professional non-life insurance pricing.

564 6 1
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insurance-monitoring

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

515 0 0
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insurance-causal

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

474 0 0
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insurance-fairness

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

442 0 0
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insurance-causal-policy

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

375 0 0
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insurance-gam

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

363 0 0
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insurance-conformal

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

354 0 0
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insurance-optimise

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

334 1 0
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insurance-severity

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

314 0 0
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insurance-quantile

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

305 1 0
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insurance-credibility

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

292 0 0
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insurance-governance

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

283 1 0
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insurance-demand

Deprecated — merged into insurance-optimise

276 0 0
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insurance-frequency-severity

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

267 1 0
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insurance-glm-tools

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

262 2 0
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insurance-telematics

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

237 0 0
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insurance-distributional

Distributional GBM for insurance pricing — TweedieGBM, GammaGBM, ZIPGBM, NegBinomialGBM, per-risk volatility scoring

235 0 0
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bayesian-pricing

Hierarchical Bayesian models for insurance pricing — PyMC 5, thin-data segments, credibility factors

233 0 0
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insurance-elasticity

Deprecated — merged into insurance-causal

228 0 0
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insurance-survival

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

224 0 0
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insurance-spatial

BYM2 spatial territory ratemaking for insurance pricing — PyMC 5 ICAR, adjacency, Moran's I diagnostics

215 0 0
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insurance-whittaker

Whittaker-Henderson smoothing for insurance pricing — 1D/2D, REML lambda selection, Bayesian CIs, Poisson PIRLS

214 0 0
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insurance-synthetic

Vine copula synthetic portfolio generation for insurance — exposure-aware, fidelity reporting

212 0 0