Topic: explainable-artificial-intelligence Goto Github

👇 Here are 134 public repositories matching this topic...

adityac94 / grad_cam_plus_plus
explainable-artificial-intelligence,A generalized gradient-based CNN visualization technique
User: adityac94
cnn cnn-visualization-technique convolutional-neural-networks deep-learning explainable-artificial-intelligence grad-cam tensorflow

ahmed-mohamed-sn / atgfe
explainable-artificial-intelligence,Automated Transparent Genetic Feature Engineering
User: ahmed-mohamed-sn
explainable-ai explainable-artificial-intelligence explainable-ml feature-engineering genetic-algorithm machine-learning python

ajayarunachalam / msda
explainable-artificial-intelligence,Library for multi-dimensional, multi-sensor, uni/multivariate time series data analysis, unsupervised feature selection, unsupervised deep anomaly detection, and prototype of explainable AI for anomaly detector
User: ajayarunachalam
signal-processing sensor-data sensor time-series python data-analysis feature-selection feature-engineering variation visualization

akarasman / yolo-heatmaps
explainable-artificial-intelligence,A utility for generating heatmaps of YOLOv8 using Layerwise Relevance Propagation (LRP/CRP).
User: akarasman
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

alonjacovi / xai-scholar
explainable-artificial-intelligence,Cross-field empirical trends analysis of XAI literature
User: alonjacovi
explainable-artificial-intelligence explainability explainable-ai explainable-ml human-centered-xai interpretability interpretable-machine-learning xai xai-analytics

andreysharapov / xaience
explainable-artificial-intelligence,All about explainable AI, algorithmic fairness and more
User: andreysharapov
explainable-ai explainable-artificial-intelligence explainable-ml interpretable-machine-learning interpretable-ai interpretable-deep-learning interpretability

astrazeneca / awesome-shapley-value
explainable-artificial-intelligence,Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)
Organization: astrazeneca
artificial-intelligence deep-learning machine-learning shapley shapley-additive-explanations shapley-value xai data-science explainability explainable lime shap explainable-ai explainable-artificial-intelligence explainable-ml shapley-decomposition shapley-q-value owen-value

cair / fast-tsetlin-machine-in-cuda-with-imdb-demo
explainable-artificial-intelligence,A CUDA implementation of the Tsetlin Machine based on bitwise operators
Organization: cair
Home Page: https://arxiv.org/abs/1809.04547
tsetlin-machine cuda gpu-computing bitwise-operators pattern-recognition explainable-artificial-intelligence

dbountouridis / siren
explainable-artificial-intelligence,SIREN: A Simulation Framework for Understanding the Effects of Recommender Systems in Online News Environments
User: dbountouridis
diversity fairness-ai explainable-ai explainable-artificial-intelligence recommendation-system recommendation-engine simulations simulation-toolkit news

declare-lab / identifiable-transformers
explainable-artificial-intelligence,
Organization: declare-lab
attention-weights explainable-artificial-intelligence explainable-ml text-classification transformer

dianna-ai / dianna
explainable-artificial-intelligence,Deep Insight And Neural Network Analysis
Organization: dianna-ai
Home Page: https://dianna.readthedocs.io
explainable-artificial-intelligence scientific-research

dylan-slack / talktomodel
explainable-artificial-intelligence,TalkToModel gives anyone with the powers of XAI through natural language conversations 💬!
User: dylan-slack
Home Page: https://nlp.ics.uci.edu/talk-to-healthcare-model/
ai conversational-ai dialogue-systems explainability explainable-artificial-intelligence explainable-ml interpretability interpretable-machine-learning machine-learning-library machine-learning-papers

emanuel-metzenthin / lime-for-time
explainable-artificial-intelligence,Application of the LIME algorithm by Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin to the domain of time series classification
User: emanuel-metzenthin
lime big-data machine-learning python timeseries explainable-artificial-intelligence

explainx / explainx
explainable-artificial-intelligence,Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ [email protected]
Organization: explainx
Home Page: https://www.explainx.ai
explainable-ai explainable-artificial-intelligence machine-learning interpretability blackbox xai explainx interpretable-ai transparency bias

fitushar / 3d-guidedgradcam-for-medical-imaging
explainable-artificial-intelligence,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.
User: fitushar
guided-grad-cam 3d-guided-grad-cam tensorflow-examples 3d-models cnn-visualization cnn-visualization-technique nifti ctci tensorflow2 medical-imaging

fzi-forschungszentrum-informatik / tsinterpret
explainable-artificial-intelligence,An Open-Source Library for the interpretability of time series classifiers
Organization: fzi-forschungszentrum-informatik
counterfactual-explanations explainable-ai explainable-artificial-intelligence explainable-ml feature-attribution interpretability interpretable-machine-learning interpretable-ml time-series

greydanus / excitationbp
explainable-artificial-intelligence,Visualizing how deep networks make decisions
User: greydanus
backpropagation explainable-artificial-intelligence computer-vision deep-learning excitation visualization contrastive python

hungntt / xai_thyroid
explainable-artificial-intelligence,Classification and Object Detection XAI methods (CAM-based, backpropagation-based, perturbation-based, statistic-based) for thyroid cancer ultrasound images
User: hungntt
explainable-ai explainable-artificial-intelligence explainable-machine-learning explainable-ml medical-ai medical-image-processing medical-imaging thyroid thyroid-ultrasound-image computer-vision

imatge-upc / survlimepy
explainable-artificial-intelligence,Local interpretability for survival models
Organization: imatge-upc
explainable-artificial-intelligence interpretable-machine-learning machine-learning python survival-analysis

jpmorganchase / cf-shap
explainable-artificial-intelligence,Counterfactual SHAP: a framework for counterfactual feature importance
Organization: jpmorganchase
explainability explainable-ai explainable-artificial-intelligence explainable-ml explanations feature-attribution feature-importance machine-learning shap shapley

karyframling / ciu
explainable-artificial-intelligence,R implementation of Contextual Importance and Utility for Explainable AI
User: karyframling
explainable-artificial-intelligence explainable-ai r

karyframling / py-ciu
explainable-artificial-intelligence,Explainable Artificial Intelligence through Contextual Importance and Utility
User: karyframling
explainable-ai python explainable-artificial-intelligence explainable-ml

koulanurag / mmn
explainable-artificial-intelligence,Moore Machine Networks (MMN): Learning Finite-State Representations of Recurrent Policy Networks
User: koulanurag
Home Page: https://openreview.net/forum?id=S1gOpsCctm
atari bottleneck deep-reinforcement-learning explainable-artificial-intelligence finite-state-machine interpretability moore-machine pytorch quantization recurrent-neural-networks tomita

m-nauta / pipnet
explainable-artificial-intelligence,PIP-Net: Patch-based Intuitive Prototypes Network for Interpretable Image Classification (CVPR 2023)
User: m-nauta
concepts cvpr2023 disentangled-representations explainable-ai explainable-artificial-intelligence image-classification interpretable-deep-learning interpretable-machine-learning interpretable-ml part-prototypes prototypes prototypical-learning pytorch transparency xai

maj34 / 2021-kotra
explainable-artificial-intelligence,[ 공모전 ] 코트라 데이터활용 빅데이터 분석 경진대회
User: maj34
data-crawling deep-learning explainable-artificial-intelligence machine-learning

maj34 / 2022-bigcontest
explainable-artificial-intelligence,[ 공모전 ] 다각적 모델을 활용한 대출 신청 여부 예측과 고객 군집 별 서비스 메시지 제안 : 이상치 탐지, 머신러닝, 딥러닝 모델
User: maj34
anomaly-detection auto-ml clustering customer-segmentation deep-learning explainable-artificial-intelligence machine-learning

mini-pw / 2021l-wb-xai-1
explainable-artificial-intelligence,Case Study course for DS studies in Summer 2020/2021
Organization: mini-pw
xai machine-learning interpretable-machine-learning explainable-artificial-intelligence case-study

modeloriented / arena
explainable-artificial-intelligence,Interactive XAI dashboard
Organization: modeloriented
Home Page: https://arena.drwhy.ai
xai explainable-artificial-intelligence explanatory-model-analysis iml model-arena

modeloriented / auditor
explainable-artificial-intelligence,Model verification, validation, and error analysis
Organization: modeloriented
Home Page: https://modeloriented.github.io/auditor/
regression-models machine-learning model-validation classification error-analysis residuals xai explainable-artificial-intelligence

modeloriented / dalex
explainable-artificial-intelligence,moDel Agnostic Language for Exploration and eXplanation
Organization: modeloriented
Home Page: https://dalex.drwhy.ai
machine-learning interpretability data-science xai iml model-visualization dalex explanations explainable-ai explainable-artificial-intelligence

modeloriented / treeshap
explainable-artificial-intelligence,Compute SHAP values for your tree-based models using the TreeSHAP algorithm
Organization: modeloriented
Home Page: https://modeloriented.github.io/treeshap/
explainability explainable-ai explainable-artificial-intelligence explanatory-model-analysis iml interpretability interpretable-machine-learning machine-learning responsible-ml shap

modeloriented / vivo
explainable-artificial-intelligence,Variable importance via oscillations
Organization: modeloriented
Home Page: https://modeloriented.github.io/vivo/
xai iml explainable-artificial-intelligence interpretable-machine-learning variable-importance explainable-ml explainable-ai

noame12 / explainable_attention_based_deepfake_detector
explainable-artificial-intelligence,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.
User: noame12
deepfake-detection transformer vision-transformer explainable-ai explainable-artificial-intelligence

ongov / transparency-guidelines
explainable-artificial-intelligence,Minimize the risks and maximize the benefits of using data-driven technologies within government processes, programs and services through transparency. | Réduire les risques et à maximiser les avantages liés à l’utilisation de technologies axées sur les données, dans le cadre de processus, programmes et services gouvernementaux, grâce à la transparence.
Organization: ongov
government data-driven-decisions artificial-intelligence machine-learning transparency open-government ai ml ethical-artificial-intelligence explainable-ai explainable-ml explainable-artificial-intelligence

pnxenopoulos / cav-keras
explainable-artificial-intelligence,Concept activation vectors for Keras
User: pnxenopoulos
interpretable-machine-learning interpretability interpretable-ml interpretable-deep-learning interpretable-ai explainable-ml explainable-ai explainable-artificial-intelligence explainability

prclibo / ice
explainable-artificial-intelligence,Interpretable Control Exploration and Counterfactual Explanation (ICE) on StyleGAN
User: prclibo
stylegan2 gan explainable-ai interpretable-ai interpretability explainability face-manipulation face-editing face-generation counterfactual-explanations

rehmanzafar / xai-iml-sota
explainable-artificial-intelligence,Interesting resources related to Explainable Artificial Intelligence, Interpretable Machine Learning, Interactive Machine Learning, Human in Loop and Visual Analytics.
User: rehmanzafar
machine-learning interpretable-models explainable-models interpretable-learning explaining-ai explanation-methods xai deep-learning-visualization interactive-machine-learning iml interpretable-machine-learning explainable-artificial-intelligence explainable-ml human-in-the-loop human-in-the-loop-machine-learning interpretability model-interpretability explainable interpretable researchers

roberto1648 / adversarial-perturbations-on-images-and-videos
explainable-artificial-intelligence,Code and data from the paper "Targeted Nonlinear Adversarial Perturbations in Images and Videos".
User: roberto1648
adversarial-examples adversarial-learning adversarial-networks perturbation-analysis explainable-artificial-intelligence

sbobek / lux
explainable-artificial-intelligence,Local Universal Rule-based Explanations
User: sbobek
Home Page: https://lux-explainer.readthedocs.io
counterfactual-explanations explainability explainable-artificial-intelligence interpretability local-explanations model-agnostic-explanations rule-based-explanations

sergioburdisso / pyss3
explainable-artificial-intelligence,A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)
User: sergioburdisso
Home Page: https://pyss3.readthedocs.io
xai text-classification machine-learning machine-learning-algorithms artificial-intelligence explainable-artificial-intelligence data-mining early-classification ss3-classifier nlp

stavrostheocharis / easy_explain
explainable-artificial-intelligence,A library that helps to explain AI models in a really quick & easy way
User: stavrostheocharis
artificial-intelligence explainable-ai explainable-artificial-intelligence gradcam image lrp occlusion xai xai-library yolov8

tathagatachakraborti / mmp
explainable-artificial-intelligence,Explanations in Multi-Model Planning
User: tathagatachakraborti
explainable-artificial-intelligence explainable-ai automated-reasoning planning planning-algorithms planning-domain-definition-language human-robot-interaction

xai4se / xai4se.github.io
explainable-artificial-intelligence,Explainable AI for Software Engineering: A Hands-on Guide on How to Make Software Analytics More Practical, Explainable, and Actionable (https://xai4se.github.io)
Organization: xai4se
Home Page: https://xai4se.github.io
software-engineering explainable-artificial-intelligence se4ai ai4se xai4se analytics

xmq1221 / awesome-prototype-based-papers
explainable-artificial-intelligence,This is a list of awesome prototype-based papers for explainable artificial intelligence.
User: xmq1221
awesome-list explainable-ai interpretability computer-vision explainable-artificial-intelligence papers self-explainable-networks concept-based-explanations concept-based-models part-prototype-networks

yaricom / goeshyperneat
explainable-artificial-intelligence,The implementation of evolvable-substrate HyperNEAT algorithm in GO language. ES-HyperNEAT is an extension of the original HyperNEAT method for evolving large-scale artificial neural networks.
User: yaricom
artifical-neural-network explainable-artificial-intelligence golang hyperneat modular-ai neat neuroevolution reinforcement-learning unsupervised-learning-algorithms unsupervised-machine-learning

yaricom / goneat_ns
explainable-artificial-intelligence,This project provides GOLang implementation of Neuro-Evolution of Augmenting Topologies (NEAT) with Novelty Search optimization aimed to solve deceptive tasks with strong local optima
User: yaricom
artificial-neural-networks augmenting-topologies explainable-ai explainable-artificial-intelligence golang modular-ai neat neuroevolution novelty-search reinforcement-learning-algorithms unsupervised-learning unsupervised-learning-algorithms unsupervised-machine-learning

yuvalailer / nnplot
explainable-artificial-intelligence,:tv: A Python library for pruning and visualizing Keras Neural Networks' structure and weights
User: yuvalailer
neural-network neural-networks neural-network-architectures neural-network-python visualization visualization-tools weights-visualization pruning keras-visualization keras-neural-networks

zju-vipa / awesome-neural-trees
explainable-artificial-intelligence,Introduction, selected papers and possible corresponding codes in our review paper "A Survey of Neural Trees"
Organization: zju-vipa
awesome-list decision-trees explainable-artificial-intelligence interpretability interpretable-machine-learning neural-networks

zju-vipa / protopformer
explainable-artificial-intelligence,ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition
Organization: zju-vipa
computer-vision pytorch vision-transformer explainable-ai explainable-artificial-intelligence concept-based-explanations concept-based-models part-prototype-networks protopnet

zkbig / xrouting
explainable-artificial-intelligence,XRouting: An explainable vehicle rerouting system based on reinforcement learning with transformer structure
User: zkbig
deep-reinforcement-learning explainable-artificial-intelligence rerouting sumo tensorflow transformer