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protopnet

Here are 5 public repositories matching this topic...

xmq1221 / awesome-prototype-based-papers

This is a list of awesome prototype-based papers for explainable artificial intelligence.

computer-vision awesome-list papers interpretability explainable-artificial-intelligence explainable-ai concept-based-explanations protopnet self-explainable-networks part-prototype-networks concept-based-models

Updated Dec 12, 2022

zju-vipa / ProtoPFormer

ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition

computer-vision pytorch explainable-artificial-intelligence explainable-ai vision-transformer concept-based-explanations protopnet part-prototype-networks concept-based-models

Updated Dec 6, 2022
Python

protopdebug

abonte / protopdebug

Implementation of Concept-level Debugging of Part-Prototype Networks

debugging machine-learning deep-learning pytorch explainability cub200-2011 covid-19 protopnet self-explainable-networks part-prototype-networks concept-based-models iclr2023

Updated May 9, 2023
Python

Tymec / ProtoPNet

Bird species classification website

website ai birds protopnet

Updated May 20, 2024
TypeScript

anokhver / ProtoPNet_julia

Julia implementation of ST-ProtoPNet for interpretable classification with support and trivial prototypes. Built on Flux.jl with custom losses, data prep tools, and 2D visualization.

flux machine-learning julia protopnet ml-research

Updated Nov 3, 2025
Julia

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