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Counterfactual Python Packages

Python packages with the GitHub topic counterfactual. Sorted by relevance, with stars and monthly downloads.
SeldonIO
alibi

Algorithms for explaining machine learning models

32K 3K 264
OscarEngelbrektson
syntheticcontrolmethods

A Python package for causal inference using Synthetic Controls

3K 193 57
joemunene-by
ghostloop

The agent loop, embodied. Tool-using runtime + fail-closed safety pipeline + sim-first execution + statistically-rigorous bench harness + post-hoc analysis (counterfactual replay, causal attribution, LLM judge, property mining) for embodied AI. Sister project to GhostLM.

1K 0 0
Minyus
causallift

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

802 356 45
carla-recourse
carla-recourse

A library for counterfactual recourse

640 302 65
rmazzine
cfnow

Generate counterfactuals with ease. This package takes a model and point (with a certain class) and minimally changes it to flip the classification result.

341 11 0
COVID-19-Causal-Reasoning
bel2scm

A package for creating causal graphs in pyro

333 10 4
hellothere012
notaryos

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

201 1 0
burning-cost
insurance-counterfactual-sets

Weighted conformal ITE for individual counterfactuals — Lei & Candès 2021, sensitivity analysis, FCA ENBP harm reports

103 0 0
firmai
fairput

FairPut - Machine Learning Fairness Framework with LightGBM — Explainability, Robustness, Fairness (by @firmai)

68 72 18
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