pytorch-explain-black-box
Black box explanation tool
A PyTorch implementation of a method to explain the decisions made by deep learning models on image classification tasks
PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation
334 stars
10 watching
51 forks
Language: Python
last commit: about 3 years ago blackboxdeep-learningdeeplearningpytorchvisualization
Related projects:
| Repository | Description | Stars |
|---|---|---|
| jacobgil/pytorch-pruning | This project provides a PyTorch implementation of pruning techniques to reduce the computational resources required for neural network inference. | 877 |
 kaiyangzhou/dassl.pytorch | A PyTorch toolbox for supporting research and development of domain adaptation, generalization, and semi-supervised learning methods in computer vision. | 1,236 |
 dmarnerides/pydlt | A PyTorch-based toolbox for building and training deep learning models with ease. | 204 |
 zhanghang1989/pytorch-encoding | A Python framework for building deep learning models with optimized encoding layers and batch normalization. | 2,044 |
 tstandley/xception-pytorch | An implementation of a deep learning model using PyTorch and depthwise separable convolutions for image classification | 249 |
 pytorch/tnt | A collection of tools and utilities for building and training neural networks with PyTorch. | 1,669 |
 bloodaxe/pytorch-toolbelt | A comprehensive Python library with PyTorch extensions for rapid prototyping and machine learning model development. | 1,523 |
 eduardoleao052/js-pytorch | A JavaScript library that provides GPU-accelerated deep learning capabilities with automatic differentiation and neural network layers. | 1,093 |
 pyg-team/pytorch-frame | A deep learning framework for handling heterogeneous tabular data with diverse column types | 582 |
 felixgwu/img_classification_pk_pytorch | A PyTorch project for comparing image classification models and facilitating quick experiment setup | 366 |
 zisianw/faceboxes.pytorch | An implementation of a real-time face detector with high accuracy using PyTorch | 849 |
 lightning-universe/lightning-bolts | Provides a toolbox of components to extend PyTorch Lightning for deep learning research and production | 1,700 |
| jacobgil/pytorch-zssr | Unofficial PyTorch implementation of Zero-Shot Super Resolution using Deep Internal Learning from an image alone. | 201 |
 ben-louis/deep-image-analogy-pytorch | A Python implementation of an image analogy algorithm based on PyTorch. | 181 |
 sandeep42/anuvada | This is an open source PyTorch library providing tools and models to explain the predictions of deep neural networks for natural language processing tasks. | 19 |