pytorch-innvestigate
Neural network explainer
PyTorch implementation of an explainability technique for deep neural networks
PyTorch implementation of albermax's innvestigate
9 stars
1 watching
3 forks
Language: Python
last commit: over 5 years ago Related projects:
| Repository | Description | Stars |
|---|---|---|
 akanimax/pro_gan_pytorch | Implementation of a deep learning model for generating high-quality images with improved stability and variation. | 538 |
 bamos/densenet.pytorch | An implementation of a deep neural network architecture in PyTorch | 833 |
 albermax/innvestigate | A toolbox to help understand neural networks' predictions by providing different analysis methods and a common interface. | 1,271 |
 utkuozbulak/pytorch-cnn-adversarial-attacks | PyTorch implementation of various Convolutional Neural Network adversarial attack techniques | 354 |
 awentzonline/pytorch-cns | Search algorithm for neural network optimization | 26 |
 alykhantejani/nninit | Provides weight initialization schemes for PyTorch neural networks | 70 |
 ypxie/pytorch-neucom | An implementation of the Differentiable Neural Computer architecture in PyTorch | 94 |
 xxradon/igcv3-pytorch | Reimplements MobileNet-V2 and IGCV3 using PyTorch for efficient deep learning. | 19 |
 atgambardella/pytorch-es | An implementation of an optimization algorithm for training neural networks in machine learning environments. | 351 |
 tstandley/xception-pytorch | An implementation of a deep learning model using PyTorch and depthwise separable convolutions for image classification | 249 |
 ahmedfgad/torchga | Trains PyTorch models using a genetic algorithm | 96 |
 hjmshi/pytorch-lbfgs | A PyTorch implementation of L-BFGS optimization algorithm for training neural networks | 591 |
 misaogura/flashtorch | Toolkit for visualizing neural network behavior in PyTorch | 737 |
 jacobgil/pytorch-pruning | This project provides a PyTorch implementation of pruning techniques to reduce the computational resources required for neural network inference. | 877 |
 progamergov/neural-dream | An implementation of DeepDream algorithm using PyTorch for image processing and computer vision. | 133 |