This repository contains codes to explain One-Dimensional Convolutional Neural Networks (1D-CNN) using Layer-wise Relevance Propagation.
☆13Aug 24, 2021Updated 4 years ago
Alternatives and similar repositories for xai-cnn-lrp
Users that are interested in xai-cnn-lrp are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The code snippets for the SW chapter of the "Interpretable AI" book.☆19Apr 10, 2019Updated 7 years ago
- ☆34Jan 3, 2023Updated 3 years ago
- A pytorch implemention of the Explainable AI work 'Contrastive layerwise relevance propagation (CLRP)'☆17Jun 24, 2022Updated 4 years ago
- Simple 1d CNNs or Temporal Convolutional Networks in pytorch☆15Apr 25, 2024Updated 2 years ago
- A python library for eXplainable Reinforcement Learning (XRL) based on the concept of interestingness elements.☆22May 22, 2021Updated 5 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.
- Principal Image Sections Mapping. Convolutional Neural Network Visualisation and Explanation Framework☆46Jan 12, 2023Updated 3 years ago
- A Diagnostic Study of Explainability Techniques for Text Classification☆70Oct 23, 2020Updated 5 years ago
- Visualizing Deep Networks by Optimizing with Integrated Gradients (I-GOS)☆35Nov 22, 2022Updated 3 years ago
- 使用LSTM及股票因子数据预测未来收益，使用LRP(layer-wise relevance propagation)增强网络可解释性☆31Sep 24, 2019Updated 6 years ago
- AgentRE-Bench is an agentic benchmark that evaluates state-of-the-art models on long-horizon reverse engineering tasks, measuring their a…☆70Jul 1, 2026Updated last week
- Explanation Optimization☆13Oct 16, 2020Updated 5 years ago
- Tensorflow 2.1 implementation of LRP for LSTMs☆41Jan 9, 2023Updated 3 years ago
- 1D convolutional neural networks for activity recognition in python.☆30Apr 24, 2020Updated 6 years ago
- A truth inference tool in crowdsourcing☆13May 19, 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.
- CCS 2023 | Explainable malware and vulnerability detection with XAI in paper "FINER: Enhancing State-of-the-art Classifiers with Feature …☆12Aug 20, 2024Updated last year
- Explainability of Deep RL algorithms using graph networks and layer-wise relevance propagation.☆12Aug 20, 2024Updated last year
- Gcam is an easy to use Pytorch library that makes model predictions more interpretable for humans. It allows the generation of attention…☆50Nov 17, 2020Updated 5 years ago
- Official repository for the AAAI-21 paper 'Explainable Models with Consistent Interpretations'☆18Apr 5, 2022Updated 4 years ago
- A series of classic oblivious algorithms written in Python, covering oblivious RAM, oblivious MAP, and oblivious graph processing for cli…☆14Jun 22, 2026Updated 2 weeks ago
- A tool for model sparse based on torch.fx☆13Jun 3, 2024Updated 2 years ago
- ☆12Apr 27, 2020Updated 6 years ago
- Image inpainting using Gaussian Mixture Models☆11Feb 1, 2024Updated 2 years ago
- vizgradcam is the fastest way to visualize GradCAM with your Keras models.☆60Oct 7, 2021Updated 4 years 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.
- [ICML 2026] PluRel: Synthetic Data unlocks Scaling Laws for Relational Foundation Models☆61Updated this week
- Data and code for the paper: Finding Safety Neurons in Large Language Models☆29Jan 29, 2026Updated 5 months ago
- PyTorch compilation tutorial covering TorchScript, torch.fx, and Slapo☆17Mar 13, 2023Updated 3 years ago
- 🧪 A unified benchmark to evaluate & compare Explainable AI methods (SHAP, LIME, ...) via functional tests. Live results + paper (arXiv:2…☆14Updated this week
- Additional code and data for the automated malware generation paper☆13May 21, 2026Updated last month
- fasttext 多标签文本分类☆13Sep 16, 2019Updated 6 years ago
- NYU Tandon Machine Learning and Finance Fall 2022☆11Dec 13, 2022Updated 3 years ago
- ☆13Dec 12, 2016Updated 9 years ago
- [ICLR 2025] REFINE: Inversion-Free Backdoor Defense via Model Reprogramming☆13Feb 13, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Explain Neural Networks using Layer-Wise Relevance Propagation and evaluate the explanations using Pixel-Flipping and Area Under the Curv…☆17Aug 7, 2022Updated 3 years ago
- Convert the activites in a Strava export to GPX files☆12Jan 31, 2024Updated 2 years ago
- ☆24Aug 30, 2025Updated 10 months ago
- Fractals using Python 3☆10Apr 9, 2021Updated 5 years ago
- A PyTorch implementation of Grad-CAM based on ICCV 2017 paper "Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Local…☆62May 12, 2018Updated 8 years ago
- Smart Contract Vulnerability Detection Using Graph Neural Networks☆18Jun 22, 2020Updated 6 years ago
- TOKEN-IMPORTANCE GUIDED DIRECT PREFERENCE OPTIMIZATION☆37Jan 26, 2026Updated 5 months ago