explainable-deepneuralnetwork

Here are 20 public repositories matching this topic...

liznerski / fcdd

Repository for the Explainable Deep One-Class Classification paper

python machine-learning deep-learning pytorch anomaly-detection one-class-learning explanations xai deep-anomaly-detection explainable-deepneuralnetwork mvtec-ad

Updated Aug 30, 2023
Python

akarasman / yolo-heatmaps

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A utility for generating heatmaps of YOLOv8 using Layerwise Relevance Propagation (LRP/CRP).

python computer-vision heatmap yolo object-detection relevance crp explainable-artificial-intelligence explanations explainable-ai explainable-ml xai lrp explainable-deepneuralnetwork explainable-models heatmap-visualization explainable-machine-learning explainable-deep-learning

Updated Feb 13, 2024
Jupyter Notebook

marvinbuss / ExplainableML-Vision

Sponsor

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This repository introduces different Explainable AI approaches and demonstrates how they can be implemented with PyTorch and torchvision. Used approaches are Class Activation Mappings, LIMA and SHapley Additive exPlanations.

data-science machine-learning notebook pytorch transfer-learning cam lime class-activation-maps explainable-ai explainable-ml shap explainable-deepneuralnetwork hymenoptera-dataset

Updated Jul 1, 2022
Jupyter Notebook

yuvalailer / nnplot

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📺 A Python library for pruning and visualizing Keras Neural Networks' structure and weights

visualization neural-network neural-networks pruning keras-neural-networks keras-visualization visualization-tools explainable-artificial-intelligence neural-network-python explainable-ai explainable-ml xai neural-network-architectures weights-visualization explainable xai-library explainable-deepneuralnetwork

Updated Dec 24, 2019
Python

EBAnO-Ecosystem / Text-EBAnO-Express

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T-EBAnO: Explaining deep learning black-box models for Natural Language Processing.

nlp natural-language-processing deep-learning bert explainable-artificial-intelligence explainable-ai explainable-deepneuralnetwork

Updated Jan 23, 2023
Jupyter Notebook

EloiZ / awesome_explainable_driving

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A curated list of papers on explainability and interpretability of self-driving models

motion-planning self-driving-car autonomous-driving autonomous-vehicles self-driving interpretability explainable-ai explainable-ml interpretable-machine-learning explainable explainable-deepneuralnetwork self-driving-vehicle explainable-dnn-architecture interpretable-neural-networks

Updated Jan 27, 2021

vigneashpandiyan / Additive-Manufacturing-Sensor-Selection-Acoustic-Emission

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Sensor selection for process monitoring based on deciphering acoustic emissions from different dynamics of the Laser Powder Bed Fusion process using Empirical Mode Decompositions and Interpretable Machine Learning

timeseries sensor classification slm 3d-printing saliency-map process-monitoring additive-manufacturing explainable-artificial-intelligence empirical-mode-decomposition explainable-ai explainable-ml shap explainable-deepneuralnetwork acoustic-emission processmonitoring lpbf

Updated Sep 10, 2023
Python

mahdihosseini / GenProb

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In Search of Probeable Generalization Measures [ICMLA2021]

deep-learning convolutional-neural-networks explainable-deepneuralnetwork generalization-of-deep-cnn

Updated Jan 4, 2022
Jupyter Notebook

EloiZ / awesome-contrastive-explanation

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A curated list of awesome contrastive explanation in ML resources

machine-learning awesome deep-learning awesome-list arxiv interpretability explainable-artificial-intelligence interpretable-deep-learning explainable-ai explainable-ml xai interpretable-machine-learning explainability explainable-deepneuralnetwork contrastive-explanations

Updated Mar 18, 2020

Bessouat40 / nginx-reactjs-fastapi-pneumonia-detection

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Pneumonia Detection Software with Database

javascript python docker nginx docker-compose reactjs postgresql medical-images healthcare-application medical-application medical-image-analysis explainable-artificial-intelligence explainable-ai explainable-deepneuralnetwork healthcare-platform

Updated Jan 8, 2024
JavaScript

scottjingtt / awesome-interpretable-transfer-learning

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Paper and resources collections about interpretable AI (XAI)

awesome-list transfer-learning interpretable-deep-learning explainable-ai explainable-ml xai interpretable-machine-learning explainable-deepneuralnetwork explainable-transfer-learning

Updated Jul 13, 2022

yassine-rd / deep-learning-course

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This repository contains my personal notes and Jupyter notebooks on Deep Learning Specialization course at the university Haute-Alsace.

deep-learning neural-network transformers generative-adversarial-network autoencoder object-detection mlp variational-autoencoder self-attention self-supervised-learning explainable-deepneuralnetwork

Updated Oct 23, 2022
Jupyter Notebook

MengjieChan / MolecBioNet

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Towards Interpretable Drug-Drug Interaction Prediction: A Graph-Based Approach with Molecular and Network-Level Explanations

deep-learning pytorch knowledge-graph drug pooling molecular-modeling graph-neural-networks drug-drug-interaction explainable-deepneuralnetwork dgl

Updated Oct 6, 2025
Python

janvis04 / Generative-Explanation-Framework

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GEF - Generative Explanation Framework was introduced by Liu et al., which generates textual explanations for a text classification task. The talk was given as part of a seminar at the Saarland University.

text-classification gef explainable-deepneuralnetwork

Updated Jan 29, 2021

Milan-Chicago / Explainable-AI-Examples

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AI explainability is a big topic in the tech world right now, & experts have been working to create ways for machines to start explaining what they are doing. So I am compiling all great examples of tools used to help with AI explainability.

ai machine-learning-algorithms explainable-artificial-intelligence explainable-ai explainable-ml explainable-deepneuralnetwork explainable-models