Alternatives and similar repositories for Layerwise-Relevance-Propagation

Users that are interested in Layerwise-Relevance-Propagation are comparing it to the libraries listed below

• sebastian-lapuschkin / lrp_toolbox
  The LRP Toolbox provides simple and accessible stand-alone implementations of LRP for artificial neural networks supporting Matlab and Py…
  ☆334Updated 3 years ago
• 1202kbs / Understanding-NN
  Tensorflow tutorial for various Deep Neural Network visualization techniques
  ☆346Updated 5 years ago
• experiencor / deep-viz-keras
  Implementations of some popular Saliency Maps in Keras
  ☆166Updated 6 years ago
• dshieble / Tensorflow_Deep_Taylor_LRP
  Layerwise Relevance Propagation with Deep Taylor Series in TensorFlow
  ☆72Updated 8 years ago
• VigneshSrinivasan10 / interprettensor
  ☆100Updated 7 years ago
• laura-rieger / deep-explanation-penalization
  Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" ht…
  ☆128Updated 4 years ago
• ykwon0407 / UQ_BNN
  Uncertainty quantification using Bayesian neural networks in classification (MIDL 2018, CSDA)
  ☆137Updated 6 years ago
• jacobgil / pytorch-explain-black-box
  PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation
  ☆338Updated 3 years ago
• divamgupta / ladder_network_keras
  Semi-Supervised Learning with Ladder Networks in Keras. Get 98% test accuracy on MNIST with just 100 labeled examples !
  ☆100Updated 4 years ago
• eelxpeng / UnsupervisedDeepLearning-Pytorch
  This repository tries to provide unsupervised deep learning models with Pytorch
  ☆90Updated 7 years ago
• ArrasL / LRP_for_LSTM
  Layer-wise Relevance Propagation (LRP) for LSTMs.
  ☆225Updated 5 years ago
• hutec / UncertaintyNN
  Implementation and evaluation of different approaches to get uncertainty in neural networks
  ☆140Updated 7 years ago
• titu1994 / keras-attention-augmented-convs
  Keras implementation of Attention Augmented Convolutional Neural Networks
  ☆121Updated 5 years ago
• adebayoj / sanity_checks_saliency
  ☆112Updated 2 years ago
• kyle-dorman / bayesian-neural-network-blogpost
  Building a Bayesian deep learning classifier
  ☆489Updated 7 years ago
• Riashat / Deep-Bayesian-Active-Learning
  Code for Deep Bayesian Active Learning (ICML 2017)
  ☆112Updated 7 years ago
• csinva / hierarchical-dnn-interpretations
  Using / reproducing ACD from the paper "Hierarchical interpretations for neural network predictions" 🧠 (ICLR 2019)
  ☆129Updated 4 years ago
• suinleelab / attributionpriors
  Tools for training explainable models using attribution priors.
  ☆124Updated 4 years ago
• google-research-datasets / bam
  ☆51Updated 5 years ago
• sayakpaul / Supervised-Contrastive-Learning-in-TensorFlow-2
  Implements the ideas presented in https://arxiv.org/pdf/2004.11362v1.pdf by Khosla et al.
  ☆133Updated 5 years ago
• eclique / keras-gradcam
  Keras implementation of GradCAM.
  ☆115Updated 5 years ago
• tgsmith61591 / smrt
  Handle class imbalance intelligently by using variational auto-encoders to generate synthetic observations of your minority class.
  ☆126Updated 6 years ago
• yulongwang12 / visual-attribution
  Pytorch Implementation of recent visual attribution methods for model interpretability
  ☆146Updated 5 years ago
• TooTouch / WhiteBox-Part1
  In this part, I've introduced and experimented with ways to interpret and evaluate models in the field of image. (Pytorch)
  ☆40Updated 5 years ago
• kumar-shridhar / Master-Thesis-BayesianCNN
  Master Thesis on Bayesian Convolutional Neural Network using Variational Inference
  ☆264Updated 6 years ago
• BeenKim / MMD-critic
  ☆134Updated 6 years ago
• Riashat / Active-Learning-Bayesian-Convolutional-Neural-Networks
  Active Learning on Image Data using Bayesian ConvNets
  ☆138Updated 8 years ago
• idiap / fullgrad-saliency
  Full-gradient saliency maps
  ☆212Updated 2 years ago
• yaringal / ConcreteDropout
  Code for Concrete Dropout as presented in https://arxiv.org/abs/1705.07832
  ☆253Updated 6 years ago
• buomsoo-kim / PyTorch-learners-tutorial
  PyTorch tutorial for learners
  ☆120Updated 5 years ago