mateoespinosa

Mateo Espinosa Zarlenga's repositories

cem

Repository for our NeurIPS 2022 paper "Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off" and our NeurIPS 2023 paper "Learning to Receive Help: Intervention-Aware Concept Embedding Models"

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remix

Rule Extraction Methods for Interactive eXplainability

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tabcbm

Official Implementation of TMLR's paper: "TabCBM: Concept-based Interpretable Neural Networks for Tabular Data"

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concept-quality

Repository for our AAAI 2023 paper "Towards Robust Metrics For Concept Representation Evaluation"

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mateoespinosa.github.io

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xai_practical

Code for the Explainable AI Topic in the University of Cambridge's "R255: Advanced Topics in Machine Learning" MPhil Module

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concept-based-xai

Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI

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eyvindn.github.io

some stuff about me

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fonts

Patched fonts for Powerline users.

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minimal-mistakes

:triangular_ruler: A flexible two-column Jekyll theme perfect for building personal sites, blogs, and portfolios.

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opencv

Open Source Computer Vision Library

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opsdroid

🤖 An open source chat-ops bot framework

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ply

Python Lex-Yacc

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rem

REM: Rule Extraction Methods for Neural Networks

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requests

Python HTTP Requests for Humans™.

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tensorflow

Computation using data flow graphs for scalable machine learning

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tqdm

A fast, extensible progress bar for Python and CLI

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