Search Packages

alibi

Algorithms for explaining machine learning models

syntheticcontrolmethods

A Python package for causal inference using Synthetic Controls

causallift

CausalLift: Python package for causality-based Uplift Modeling in real-world business

carla-recourse

CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms

bel2scm

Generate dynamic structural causal models from biological knowledge graphs encoded in the Biological Expression Language (BEL)

cfnow

Easiest way to generate counterfactual explanations

notaryos

Cryptographic receipt system for AI agent accountability. Tamper-evident, hash-chained receipts with Ed25519/HMAC signing.

insurance-counterfactual-sets

Weighted conformal prediction sets for individual insurance counterfactuals (Lei & Candès 2021) with sensitivity analysis (Jin et al. 2023) and FCA harm reporting

fairput

Fair Machine Learning Outputs