explainable-ai topic

List explainable-ai repositories

tensorwatch

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Debugging, monitoring and visualization for Python Machine Learning and Data Science

Aspect-Based-Sentiment-Analysis

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💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)

dialogue-understanding

124
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This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study

Transformer-MM-Explainability

717
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[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-bas...

interpret

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718
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Fit interpretable models. Explain blackbox machine learning.

AIX360

1.5k
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307
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Interpretability and explainability of data and machine learning models

DiCE

1.3k
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181
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Generate Diverse Counterfactual Explanations for any machine learning model.

xai

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XAI - An eXplainability toolbox for machine learning