Tensorflow tutorial for various Deep Neural Network visualization techniques
☆342Aug 22, 2020Updated 6 years ago
Alternatives and similar repositories for Understanding-NN
Users that are interested in Understanding-NN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- DTD implement on Imagenet pretrained model☆42Aug 6, 2020Updated 6 years ago
- Implementation of Layerwise Relevance Propagation for heatmapping "deep" layers☆97Aug 21, 2018Updated 8 years ago
- Official repository for "Bridging Adversarial Robustness and Gradient Interpretability".☆28May 2, 2019Updated 7 years ago
- Tutorials about Layer-wise Relevance Propagation (LRP) and SHapley Additive exPlanations (SHAP)☆68Sep 13, 2022Updated 4 years ago
- A toolbox to iNNvestigate neural networks' predictions!☆1,309Apr 11, 2025Updated last year
- 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.
- Layerwise Relevance Propagation with Deep Taylor Series in TensorFlow☆72Jan 22, 2017Updated 9 years ago
- A unified framework of perturbation and gradient-based attribution methods for Deep Neural Networks interpretability. DeepExplain also in…☆758Aug 25, 2020Updated 6 years ago
- How to predict extreme events in climate using rare event algorithms and modern tools of machine learning☆25Mar 27, 2025Updated last year
- ☆100Mar 29, 2018Updated 8 years ago
- The LRP Toolbox provides simple and accessible stand-alone implementations of LRP for artificial neural networks supporting Matlab and Py…☆335Jun 13, 2022Updated 4 years ago
- Code for "Interpretable Image Recognition with Hierarchical Prototypes"☆19Nov 1, 2019Updated 7 years ago
- Notes, slides and demos for undergraduate Earth System Modeling Course at Georgia Tech☆12Jan 9, 2023Updated 3 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
- Graph-convolutional GAN for point cloud generation. Code from ICLR 2019 paper Learning Localized Generative Models for 3D Point Clouds vi…☆58May 8, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- The official implementation of paper "DIANet:Dense-and-Implicit-Attention-Network".☆102Jun 16, 2023Updated 3 years ago
- Explainable Bayesian Models for Smooth Time Series Datasets (부드러운 시계열 함수를 설명하는 베이지안 추론 SW)☆34Nov 8, 2018Updated 7 years ago
- tutorials of XAI project☆77Dec 19, 2019Updated 6 years ago
- Vision based algorithms for falsification of convolutional neural networks☆12Jan 25, 2018Updated 8 years ago
- Pytorch implementation of convolutional neural network visualization techniques☆8,239Jan 1, 2025Updated last year
- Visualising what a convolutional neural network 'sees' using the Deconvnet technique, which identifies parts of an image that a given neu…☆13Jan 23, 2018Updated 8 years ago
- Basic LRP implementation in PyTorch☆175Jul 25, 2024Updated 2 years ago
- EnD: Entangling and Disentangling deep representations for bias correction | CVPR21 https://doi.org/10.1109/CVPR46437.2021.01330☆15Sep 1, 2021Updated 5 years ago
- ☆917Mar 19, 2023Updated 3 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.
- This repository is for NeurIPS 2018 spotlight paper "Attacks Meet Interpretability: Attribute-steered Detection of Adversarial Samples."☆32Apr 27, 2022Updated 4 years ago
- Public facing deeplift repo☆881Apr 28, 2022Updated 4 years ago
- Papers on interpretable deep learning, for review☆28Dec 21, 2017Updated 8 years ago
- Supporting code for Davenport and Diffenbaugh 2021☆14Sep 23, 2022Updated 4 years ago
- Attributing predictions made by the Inception network using the Integrated Gradients method☆653Feb 23, 2022Updated 4 years ago
- Lab Assignments for MIT 6-034 ( Artificial Intelligence )☆14Apr 26, 2015Updated 11 years ago
- IBD: Interpretable Basis Decomposition for Visual Explanation☆52Nov 28, 2018Updated 7 years ago
- Model interpretability and understanding for PyTorch☆5,719Updated this week
- PyTorch re-implementation of Grad-CAM (+ vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps)☆805Jan 21, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- CNN visualization tool in TensorFlow☆777Mar 16, 2019Updated 7 years ago
- ☆56Aug 24, 2020Updated 6 years ago
- ABIDE Dataset, preprocessed to normalized brain volume maps.☆29Nov 9, 2018Updated 7 years ago
- Sparse Switchable Normalization with sparse activation function SparestMax☆64Aug 12, 2019Updated 7 years ago
- Visualizer for Deep Neural Networks☆295Nov 22, 2022Updated 3 years ago
- A collection of infrastructure and tools for research in neural network interpretability.☆4,705Feb 6, 2023Updated 3 years ago
- Merging updated district-level shapefiles for India (2020)☆11May 25, 2026Updated 5 months ago