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.
☆30Jul 1, 2022Updated 4 years ago
Alternatives and similar repositories for ExplainableML-Vision
Users that are interested in ExplainableML-Vision are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Ensemble long short-term memory. A gradient-free neural network that combines ensemble neural network and long short-term memory.☆23Jun 26, 2021Updated 5 years ago
- ☆20Jan 23, 2020Updated 6 years ago
- In this part, I've introduced and experimented with ways to interpret and evaluate models in the field of image. (Pytorch)☆40Mar 4, 2020Updated 6 years ago
- Research project on generation of counterfactuals for eXplainable AI, based on Bayesian Generation☆10Dec 18, 2024Updated last year
- Code implementation of LFI-CAM with PyTorch☆10Jun 9, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆10Nov 5, 2020Updated 5 years ago
- Pytorch implementation of Generative Adversarial Networks (GAN) for ULTRASOUND image.☆13Sep 12, 2018Updated 7 years ago
- Deep learning model for classification between COVID-19 pneumonia, non-COVID-19 pneumonia, and the healthy on chest X-ray image:☆10Jun 11, 2021Updated 5 years ago
- Library for the Test-based Calibration Error (TCE) metric to quantify the degree to classifier calibration.☆14Sep 15, 2023Updated 2 years ago
- ☆14Jun 29, 2017Updated 9 years ago
- Enhancing Intrinsic Adversarial Robustness via Feature Pyramid Decoder(CVPR2020)☆11Aug 25, 2020Updated 5 years ago
- Feature Selection using Simulated Annealing☆11Aug 10, 2022Updated 3 years ago
- The code of "Deep Embedded Complementary and Interactive Information for Multi-view Classification", AAAI 2020.☆12May 28, 2020Updated 6 years ago
- Implementation of the research paper of Cam which is the alternative to the current SOTA☆30Aug 4, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Implementation of the cw2vec model☆29Jul 20, 2018Updated 7 years ago
- A Pytorch implementation for ELIC (CVPR 2022).☆12Mar 29, 2023Updated 3 years ago
- ☆11Apr 5, 2023Updated 3 years ago
- Multiscale earth mover's distance methods for tree and manifold structured data☆13Mar 8, 2025Updated last year
- Explainable recommendation via interpretable feature mapping☆19Apr 25, 2020Updated 6 years ago
- Combating Mode Collapse via Manifold Entropy Estimation☆11Apr 21, 2023Updated 3 years ago
- An implementation of GAN using TensorFlow☆18Jun 28, 2017Updated 9 years ago
- MetA-Train to Explain☆18Feb 15, 2022Updated 4 years ago
- PyTorch implementation of 'Vanilla' Gradient, Grad-CAM, Guided backprop, Integrated Gradients and their SmoothGrad variants.☆20Feb 15, 2026Updated 4 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- pytorch implementation for paper, towards realistic predictors☆17Sep 26, 2018Updated 7 years ago
- Brain tumor images classification with ResNet, EfficientNet, EfficientNet_V2 and Compact Convolutional Transformers architectures with Py…☆11Jan 5, 2023Updated 3 years ago
- Deep convolutional neural networks for biological motion analysis☆14Jan 26, 2019Updated 7 years ago
- Adaptive Synthetic Sampling Approach for Imbalanced Learning☆13Jun 16, 2013Updated 13 years ago
- python re-implementation of stochastic fractal search☆13Jan 29, 2021Updated 5 years ago
- ☆11Oct 26, 2022Updated 3 years ago
- conditional U-Net Pytorch Implementation☆11Jul 27, 2021Updated 4 years ago
- 智源杯天文数据算法挑战赛 2020.1.15 - 2020.4.2☆12May 18, 2020Updated 6 years ago
- Examples of different Siamese Neural Networks architectures applied to well-known datasets.☆13Sep 1, 2020Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- The files used for my bachelor thesis: Total Variation image denoising from Poisson data: Split Bregman and Alternating Extragradient Met…☆10Jul 24, 2011Updated 14 years ago
- Based on our paper "Pneumonia Detection from Lung X-ray Images using Local Search Aided Sine Cosine Algorithm based Deep Feature Selectio…☆11Jun 26, 2022Updated 4 years ago
- Generate high quality images for each class even with an imbalanced dataset. An enhanced version of Balancing GAN.☆40Jan 26, 2026Updated 5 months ago
- A PyTorch implementation of the shearlet transform.☆17Oct 9, 2025Updated 8 months ago
- The pytorch implementation of Cluster-Aware Supervised Contrastive Learning on Graphs (WWW 2022).☆11Jun 6, 2022Updated 4 years ago
- Implementation of radon transform for pytorch☆12Aug 31, 2020Updated 5 years ago
- An attempt to use KAN☆13May 23, 2024Updated 2 years ago