explainable-artificial-intelligence
Here are 45 public repositories matching this topic...
This tool can be used to find the most influential words on a document. We define most influential as the words that influence a trained classifier the most to give it a particular classification.
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May 9, 2018 - Python
SIREN: A Simulation Framework for Understanding the Effects of Recommender Systems in Online News Environments
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Nov 6, 2018 - Python
A generalized gradient-based CNN visualization technique
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Apr 17, 2019 - Python
Explanations in Multi-Model Planning
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Oct 30, 2019 - Python
📺 A Python library for pruning and visualizing Keras Neural Networks' structure and weights
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Dec 24, 2019 - Python
This Repo containes the implemnetation of generating Guided-GradCAM for 3D medical Imaging using Nifti file in tensorflow 2.0. Different input files can be used in that case need to edit the input to the Guided-gradCAM model.
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Jul 12, 2020 - Python
A Deepfake detector based on hybrid EfficientNet CNN and Vision Transformer archietcture. The model is explainable by rendering a heatmap visualization of the Transformer Relevancy / Attention map.
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Mar 16, 2022 - Python
Similarity Differences and Uniqueness Explainable AI method
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Apr 29, 2022 - Python
Research project on generation of counterfactuals for eXplainable AI, based on Bayesian Generation
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Jun 15, 2022 - Python
The objective of this project is to facilitate the use of clustering algorithms by engineering students who are not specialized in AI.
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Oct 7, 2022 - Python
Improve Zorro exlanations for graph neural networks.
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Oct 11, 2022 - Python
ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition
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Dec 6, 2022 - Python
Moore Machine Networks (MMN): Learning Finite-State Representations of Recurrent Policy Networks
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Dec 8, 2022 - Python
Repository for Kubach et al. bioRxiv/2019/804682 (2019)
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Dec 27, 2022 - Python
XRouting: An explainable vehicle rerouting system based on reinforcement learning with transformer structure
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Feb 11, 2023 - Python
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Mar 16, 2023 - Python
Code for "Towards Explainable Multi-modal Motion Prediction using Graph Representations"
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Mar 24, 2023 - Python
Concept activation vectors for Keras
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Mar 24, 2023 - Python
One of the firsts dataset level explanability libraries for 1d signal using GRAD-CAM++
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Apr 9, 2023 - Python
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