explainable-deepneuralnetwork

There are 1 repository under explainable-deepneuralnetwork topic.

liznerski / fcdd
Repository for the Explainable Deep One-Class Classification paper
anomaly-detection deep-anomaly-detection deep-learning explainable-deepneuralnetwork explanations machine-learning mvtec-ad one-class-learning python pytorch xai
Language:Python 217
akarasman / yolo-heatmaps
A utility for generating heatmaps of YOLOv8 using Layerwise Relevance Propagation (LRP/CRP).
lrp crp yolo xai computer-vision object-detection heatmap-visualization heatmap explainable-ai explainable-artificial-intelligence explainable-deep-learning explainable-deepneuralnetwork explainable-machine-learning explainable-ml explainable-models explanations python relevance
Language:Jupyter Notebook 38
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.
hymenoptera-dataset shap notebook explainable-ml explainable-ai explainable-deepneuralnetwork pytorch lime cam class-activation-maps machine-learning transfer-learning data-science
Language:Jupyter Notebook 27
yuvalailer / nnplot
:tv: A Python library for pruning and visualizing Keras Neural Networks' structure and weights
neural-network neural-networks neural-network-architectures neural-network-python visualization visualization-tools weights-visualization pruning keras-visualization keras-neural-networks xai xai-library explainable-ai explainable-ml explainable-artificial-intelligence explainable-deepneuralnetwork explainable
Language:Python 9
EBAnO-Ecosystem / Text-EBAnO-Express
T-EBAnO: Explaining deep learning black-box models for Natural Language Processing.
explainable-ai explainable-artificial-intelligence explainable-deepneuralnetwork deep-learning bert nlp natural-language-processing
Language:Jupyter Notebook 7
mahdihosseini / GenProb
In Search of Probeable Generalization Measures [ICMLA2021]
deep-learning convolutional-neural-networks explainable-deepneuralnetwork generalization-of-deep-cnn
Language:Jupyter Notebook 7
EloiZ / awesome_explainable_driving
A curated list of papers on explainability and interpretability of self-driving models
autonomous-driving autonomous-vehicles explainable explainable-ai explainable-deepneuralnetwork explainable-dnn-architecture explainable-ml interpretability interpretable-machine-learning interpretable-neural-networks motion-planning self-driving self-driving-car self-driving-vehicle
6
releaunifreiburg / 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.
deep-learning explainability explainable-ai explainable-deep-learning explainable-deepneuralnetwork explainable-ml hypernetworks interpretable-ai interpretable-deep-learning interpretable-machine-learning machine-learning xai benchmark interpretable-neural-networks interpretable-benchmark
Language:Python 4
scottjingtt / awesome-interpretable-transfer-learning
Paper and resources collections about interpretable AI (XAI)
awesome-list explainable-ai explainable-deepneuralnetwork explainable-ml explainable-transfer-learning interpretable-deep-learning interpretable-machine-learning transfer-learning xai
3
yassine-rd / deep-learning-course
This repository contains my personal notes and Jupyter notebooks on Deep Learning Specialization course at the university Haute-Alsace.
autoencoder deep-learning explainable-deepneuralnetwork generative-adversarial-network mlp neural-network object-detection self-attention self-supervised-learning transformers variational-autoencoder
Language:Jupyter Notebook 3
EloiZ / awesome-contrastive-explanation
A curated list of awesome contrastive explanation in ML resources
machine-learning xai interpretability explainability explainable-ai explainable-ml explainable-artificial-intelligence explainable-deepneuralnetwork interpretable-machine-learning interpretable-deep-learning deep-learning contrastive-explanations awesome awesome-list arxiv
2
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.
gef explainable-deepneuralnetwork text-classification
2
akshayush / FeedForward-and-BackPropagation-DNN-for-multiclass-classification
animation backpropagation backpropagation-algorithm backpropagation-learning-algorithm deepneuralnetworks explainable-ai explainable-deepneuralnetwork feedforward-neural-network gradient-descent gradient-descent-algorithm multiclass-classification sigmoid-function
Language:Jupyter Notebook 1
Bessouat40 / nginx-reactjs-fastapi-pneumonia-detection
Pneumonia Detection Software with Database
docker docker-compose explainable-ai explainable-artificial-intelligence explainable-deepneuralnetwork healthcare-application healthcare-platform javascript nginx postgresql python reactjs
Language:JavaScript 1
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.
explainable-ai explainable-ml explainable-artificial-intelligence explainable-deepneuralnetwork explainable-models ai machine-learning-algorithms
Language:Jupyter Notebook 1
polimi-ispl / speech_reconstruction_embeddings
Speech reconstruction from pre-trained CNN embeddings
audio deep-learning explainable-deepneuralnetwork speech-recognition
Language:Python 1
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
3d-printing acoustic-emission additive-manufacturing classification empirical-mode-decomposition explainable-ai lpbf process-monitoring saliency-map shap slm timeseries processmonitoring explainable-artificial-intelligence explainable-deepneuralnetwork explainable-ml sensor
Language:Python 1
dlambert13 / silver-system
Graduate research project in computer vision and deep learning explainability
computer-vision explainability explainable-ai explainable-artificial-intelligence explainable-deepneuralnetwork explainable-machine-learning explainable-ml image-classification
Language:Python 0
marcusnk237 / dataset_gradcam_plus_plus
One of the firsts dataset level explanability libraries for 1d signal using GRAD-CAM++
dataset deep-learning ecg-classification ecg-signal explainability explainable-ai explainable-artificial-intelligence explainable-deepneuralnetwork gradcam gradcam-plus-plus neural-networks signal signal-classification signal-processing
Language:Python 0
damzC / explainable-AI
This repository contains some work on Explainable Artificial Intelligence
explainable-ai explainable-artificial-intelligence explainable-deepneuralnetwork explainable-ml
Language:Jupyter Notebook

explainable-deepneuralnetwork

liznerski / fcdd

akarasman / yolo-heatmaps

marvinbuss / ExplainableML-Vision

yuvalailer / nnplot

EBAnO-Ecosystem / Text-EBAnO-Express

mahdihosseini / GenProb

EloiZ / awesome_explainable_driving

releaunifreiburg / INN

scottjingtt / awesome-interpretable-transfer-learning

yassine-rd / deep-learning-course

EloiZ / awesome-contrastive-explanation

janvis04 / Generative-Explanation-Framework

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

Bessouat40 / nginx-reactjs-fastapi-pneumonia-detection

Milan-Chicago / Explainable-AI-Examples

polimi-ispl / speech_reconstruction_embeddings

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

dlambert13 / silver-system

marcusnk237 / dataset_gradcam_plus_plus

damzC / explainable-AI