Claims Python Packages

attest-py

A claim-native database for building reality models

lossmodels

Actuarial loss modeling in Python: severity, frequency, aggregate loss, fitted distributions, and insurance loss analytics.

attestdb

A claim-native database for building reality models

extremeloss

Extreme-value tail-risk estimation in Python: peaks-over-threshold, GPD fitting, rare-event analysis, and large-claim loading.

insurance-reserving-neural

Individual neural claims reserving — per-claim RBNS reserve estimates with bootstrap uncertainty

nlai

Evidence-gated claims, continuity anchors, and deterministic receipts for agent workflows. Language is a proposal, not an authority.

keycloak-jwt-checker

A little CLI tool for debugging claims contained in JSON Web Tokens (JWT) issued by Keycloak confidential clients

json-work-proof

JSON Work Proof (JWP) - proof-of-work algorithm

insurance-nowcast

ML-Enhanced EM Nowcasting for insurance claims reporting delays