Implementing LRP (Layer-wise Relevance Propagation) for a sequence-to-sequence model with GRU layers.
☆12Sep 8, 2023Updated 2 years ago
Alternatives and similar repositories for LRP_EncoderDecoder_GRU
Users that are interested in LRP_EncoderDecoder_GRU are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Explain Neural Networks using Layer-Wise Relevance Propagation and evaluate the explanations using Pixel-Flipping and Area Under the Curv…☆17Aug 7, 2022Updated 4 years ago
- A pytorch implemention of the Explainable AI work 'Contrastive layerwise relevance propagation (CLRP)'☆17Jun 24, 2022Updated 4 years ago
- LRP for LSTMs, GRUs, and BERT.☆17Jan 16, 2021Updated 5 years ago
- [ECCV24] Layer-Wise Relevance Propagation with Conservation Property for ResNet☆15Sep 20, 2024Updated last year
- Uncovering convolutional neural network decisions for diagnosing multiple sclerosis on conventional MRI using layer-wise relevance propag…☆10Feb 7, 2022Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification☆29Nov 30, 2022Updated 3 years ago
- Supporting code for Davenport and Diffenbaugh 2021☆14Sep 23, 2022Updated 3 years ago
- AQI-prediction using Nested LSTM and wavelet transform (WT) based on Keras.☆13Oct 16, 2021Updated 4 years ago
- Yet another RL Baseline repo.☆12May 28, 2024Updated 2 years ago
- convGRU based autoencoder for unsupervised & spatial-temporal anomaly detection in computer network (PCAP) traffic.☆18Feb 16, 2024Updated 2 years ago
- ☆34Jan 3, 2023Updated 3 years ago
- A basic implementation of Layer-wise Relevance Propagation (LRP) in PyTorch.☆103Nov 2, 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
- Automatically exported from code.google.com/p/py-smc2☆14Jun 15, 2015Updated 11 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.
- Contains the code for reproducing the experiments and results of the paper "Neural Superstatistics: A Bayesian Method for Estimating Dyna…☆15Aug 18, 2023Updated 3 years ago
- Implementing Common Spatial Pattern (CSP) algorithm for MI-BCI from scratch with python☆10Oct 24, 2020Updated 5 years ago
- ☆17Jan 29, 2025Updated last year
- Tensorflow 2.1 implementation of LRP for LSTMs☆41Jan 9, 2023Updated 3 years ago
- B-LRP is the repository for the paper How Much Can I Trust You? — Quantifying Uncertainties in Explaining Neural Networks☆19Jun 22, 2022Updated 4 years ago
- Using Explainable Artificial Intelligence (XAI) for sentiment analysis (NLP)☆14Mar 28, 2022Updated 4 years ago
- Code for "ATTA: Anomaly-aware Test-Time Adaptation for Out-of-Distribution Detection in Segmentation" (NeurIPS 23)☆16Apr 12, 2024Updated 2 years ago
- ☆15Aug 22, 2023Updated 3 years ago
- A utility for generating heatmaps of YOLO object detection models using Layerwise Relevance Propagation (LRP/CRP).☆52Updated this week
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆15Nov 9, 2023Updated 2 years ago
- Pruning By Explaining Revisited: Optimizing Attribution Methods to Prune CNNs and Transformers, Paper accepted at eXCV workshop of ECCV 2…☆30Jan 6, 2025Updated last year
- Source code for CIKM-CSSA 2020 paper SNAG "Simplified Neural Architecture search for Graph Neural Networks".☆14Mar 7, 2021Updated 5 years ago
- Repository for Denoising EEG using GANs☆22Nov 25, 2021Updated 4 years ago
- REconstruction of dyNAmIc models through Stratified Sampling using Artificial Neural networks and Concepts of Evolution strategies☆19Feb 13, 2026Updated 6 months ago
- Codes and datasets for the paper Neural Embedded Mixed-Integer Optimization for Location-Routing Problems☆22Feb 25, 2026Updated 6 months ago
- 使用Decoder-only的Transformer进行时序预测，包含SwiGLU和RoPE(Rotary Positional Embedding)，Time series prediction using Decoder-only Transformer, Includ…☆16Jan 25, 2024Updated 2 years ago
- Remote repo for my CS4277 Assignments for AY2021/Sem2☆12Mar 16, 2022Updated 4 years ago
- An unofficial PyTorch implementation of the NeurIPS 2020 paper Hard Negative Mixing for Contrastive Learning.☆21Oct 17, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.☆248May 13, 2026Updated 3 months ago
- 基于EEG的抑郁症诊断模型（SSPA-GCN）开源代码☆22May 14, 2024Updated 2 years ago
- ☆12Jan 10, 2023Updated 3 years ago
- (CVPR2024) Realigning Confidence with Temporal Saliency Information for Point-level Weakly-Supervised Temporal Action Localization☆20Jun 11, 2024Updated 2 years ago
- jsPsych scripts for web-based behavioral testing☆22May 26, 2026Updated 3 months ago
- This repository contains a Python code script for performing emotion classification using EEG (Electroencephalogram) data. Emotion classi…☆25Sep 4, 2023Updated 2 years ago
- ☆21May 31, 2025Updated last year