liznerski/fcdd

Repository for the Explainable Deep One-Class Classification paper

Language: Python - Size: 3.37 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 210 - Forks: 57

akarasman/yolo-heatmaps

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

Language: Jupyter Notebook - Size: 3.68 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 35 - Forks: 11

marvinbuss/ExplainableML-Vision

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.

Language: Jupyter Notebook - Size: 52.4 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 30 - Forks: 5

yuvalailer/nnplot

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

Language: Python - Size: 10 MB - Last synced at: 11 days ago - Pushed at: over 5 years ago - Stars: 10 - Forks: 1

EBAnO-Ecosystem/Text-EBAnO-Express

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

Language: Jupyter Notebook - Size: 10.2 MB - Last synced at: 12 days ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 0

mahdihosseini/GenProb

In Search of Probeable Generalization Measures [ICMLA2021]

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EloiZ/awesome_explainable_driving

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

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Bessouat40/nginx-reactjs-fastapi-pneumonia-detection

Pneumonia Detection Software with Database

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machinelearningnuremberg/INN

Explainable deep networks that are not only as accurate as their black-box deep-learning counterparts but also as interpretable as state-of-the-art explanation techniques.

Language: Python - Size: 60.5 KB - Last synced at: 10 months ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

EloiZ/awesome-contrastive-explanation

A curated list of awesome contrastive explanation in ML resources

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scottjingtt/awesome-interpretable-transfer-learning

Paper and resources collections about interpretable AI (XAI)

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yassine-rd/deep-learning-course

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

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janvis04/Generative-Explanation-Framework

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.

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

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

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Milan-Chicago/Explainable-AI-Examples

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.

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akshayush/FeedForward-and-BackPropagation-DNN-for-multiclass-classification

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dlambert13/silver-system

Graduate research project in computer vision and deep learning explainability

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damzC/explainable-AI

This repository contains some work on Explainable Artificial Intelligence

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marcusnk237/dataset_gradcam_plus_plus

dataset level explanability for 1d signal

Language: Python - Size: 147 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

polimi-ispl/speech_reconstruction_embeddings

Speech reconstruction from pre-trained CNN embeddings

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