Search Packages

cffconvert

Command line program to validate and convert CITATION.cff files.

ai-citation-sdk

The AI Architecture for Content Transparency And Attribution (AIACTA) Framework: Implementation Specifications for Publisher Visibility & Attribution Standards. Open Specification for AI Content Transparency and Attribution.

channelattribution

Markov Model for Online Multi-Channel Attribution

zennit

Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.

shapley-attribution

Shapley Attribution: A scikit-learn compatible library that uses Shapley values to measure each marketing channel's true marginal contribution to conversions

markov-model-attribution

A PoC for a fractional attribution model leveraging first order Markov Chains.

context-cite

Attribute (or cite) statements generated by LLMs back to in-context information.

zennit-crp

An eXplainable AI toolkit with Concept Relevance Propagation and Relevance Maximization

mbuzz

Multi-touch attribution SDK for Python

jatoolbox

Classe que agrega alguns métodos comumente utilizados em análises de jornadas em Python na DP6.

omni-proof

Causal-Multimodal Engine for Creative Performance Attribution

interpret-pytorch

Interpreting deep learning models in PyTorch.

steerling

Steerling: An interpretable causal diffusion language model with concept steering

hommmer

A simple Marketing Mix Modeling library for Python

llm-attributor

A Python package to run LLMAttributor in your computational notebooks.

uatp

Cryptographic proof that AI made a decision, with this reasoning, at this time