Insurance Pricing Frameworks

End-to-end ML frameworks for actuarial insurance pricing, including severity/frequency modeling, causal inference, deployment pipelines, and regulatory validation. Does NOT include general insurance prediction tasks, cross-sell analytics, or telematics/claims processing (those are separate domains).

There are 19 insurance pricing frameworks tracked. The highest-rated is Elsemary/Actuarial-Reserve-Risk-Classification-with-Gaussian-Mixture at 29/100 with 12 stars.

Get all 19 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=insurance-pricing-frameworks&limit=20"

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#	Framework	Score	Tier	Stars	Language
1	Elsemary/Actuarial-Reserve-Risk-Classification-with-Gaussian-Mixture Classification of reserve risk with chain-ladder	29	Experimental	12	Python
2	juniorcl/health-insurance-cross-sell data science project to improve cross selling through consumer ranking.	27	Experimental	8	Jupyter Notebook
3	burning-cost/insurance-distill GBM-to-GLM distillation for insurance pricing - surrogate factor tables for...	22	Experimental	—	Python
4	burning-cost/insurance-interactions Automated GLM interaction detection for insurance pricing — CANN, NID...	22	Experimental	—	Python
5	burning-cost/insurance-deploy Champion/challenger pricing framework — shadow mode, SHA-256 routing, SQLite...	22	Experimental	—	Python
6	burning-cost/insurance-governance Model governance for insurance pricing — PRA SS1/23 validation reports,...	22	Experimental	—	Python
7	burning-cost/insurance-causal Causal inference for insurance pricing — DML, CatBoost nuisance models,...	22	Experimental	—	Python
8	burning-cost/insurance-telematics HMM-based telematics risk scoring for insurance pricing — driving state...	22	Experimental	—	Python
9	burning-cost/insurance-cv Temporal cross-validation for insurance pricing - respects policy time...	22	Experimental	—	Python
10	burning-cost/insurance-glm-tools GLM tooling for insurance pricing — nested GLM embeddings, R2VF factor level...	22	Experimental	—	Python
11	burning-cost/burning-cost.github.io Burning Cost blog and course landing page — open-source insurance pricing...	22	Experimental	—	HTML
12	burning-cost/insurance-whittaker Whittaker-Henderson smoothing for insurance pricing — 1D/2D, REML lambda...	22	Experimental	—	Python
13	burning-cost/bayesian-pricing Hierarchical Bayesian models for insurance pricing — PyMC 5, thin-data...	22	Experimental	—	Python
14	Symfa-Inc/insurance-pricing Transparent AI for insurance pricing: Predicts premiums and explains "why"...	22	Experimental	—	Python
15	burning-cost/insurance-severity Severity modelling for insurance pricing - spliced distributions, DRN,...	22	Experimental	—	Python
16	joaomj/health_insurance_cross_sell Using Machine Learning algorithms to optimize an insurance company's...	14	Experimental	7	Jupyter Notebook
17	drobekj/insurance-frequency-modeling End-to-end ML case study on insurance claim frequency modeling with GLM,...	14	Experimental	—	Jupyter Notebook
18	iakcan/insurance-cross-sell-analysis Statistical and machine learning analysis for predicting insurance purchase behavior	14	Experimental	—	R
19	Bisrath1/Insurance-risk-analytics Insurance risk analytics for 10 Academy. Includes EDA, DVC, A/B testing, and...	11	Experimental	—	Jupyter Notebook