Fca Python Packages

raucle-detect

raucle gives every AI agent action a cryptographic receipt: what it did, by whose authority, against which provably-enforced policy. Portable across frameworks and organisations — signed trust registry, agent passports, cross-org handshakes, compliance evidence packs.

caspailleur

Minimalistic python package for mining many concise data representations. Part of SmartFCA project.

insurance-fairness

Proxy discrimination auditing, discrimination-free pricing, and fairness diagnostics for UK insurance pricing models under FCA Consumer Duty and Equality Act 2010.

financial-services-register-api

Python client library for the UK Financial Services Register API.

raucle

Open-source verifiable agent accountability — cryptographic capability receipts and formal proofs for LLM agent activity

convertme

Simple dataset convertor in Python

fcapsy

🧠 Provides experimental implementations of psychological phenomena (e.g. typicality, basic level) which appears in field of Cognitive Psychology.

fca-lazy-clf

Lazy binary classifier based on Formal Concept Analysis

insurance-mediation

Causal mediation analysis for insurance pricing fairness — decomposes postcode effects into legitimate and potentially discriminatory components

rate-optimiser

Constrained rate change optimiser for UK personal lines insurance pricing