Tensorflow 2.1 implementation of LRP for LSTMs
☆41Jan 9, 2023Updated 3 years ago
Alternatives and similar repositories for Layerwise-Relevance-Propagation-for-LSTMs
Users that are interested in Layerwise-Relevance-Propagation-for-LSTMs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆18Jun 10, 2020Updated 6 years ago
- Implementing LRP (Layer-wise Relevance Propagation) for a sequence-to-sequence model with GRU layers.☆12Sep 8, 2023Updated 2 years ago
- ☆34Jan 3, 2023Updated 3 years ago
- 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
- LRP for LSTMs, GRUs, and BERT.☆17Jan 16, 2021Updated 5 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- A Python library for pruning and visualizing Keras Neural Networks' structure and weights☆10Dec 24, 2019Updated 6 years ago
- A pytorch implemention of the Explainable AI work 'Contrastive layerwise relevance propagation (CLRP)'☆17Jun 24, 2022Updated 4 years ago
- This repository contains codes to explain One-Dimensional Convolutional Neural Networks (1D-CNN) using Layer-wise Relevance Propagation.☆13Aug 24, 2021Updated 4 years ago
- reduced-gate convolutional LSTM model. This model is applied on PredNet which implemented by Lotter 2016.☆10Jan 13, 2019Updated 7 years ago
- ☆12Mar 26, 2021Updated 5 years ago
- The code snippets for the SW chapter of the "Interpretable AI" book.☆19Apr 10, 2019Updated 7 years ago
- Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.☆247May 13, 2026Updated 2 months ago
- ☆18Mar 24, 2021Updated 5 years ago
- Comparing 5 different XAI techniques (LIME, PermSHAP, KernelSHAP, DiCE, CEM) through quantitative metrics. Published at EDM 2022.☆17Jul 25, 2022Updated 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.
- A toolbox to iNNvestigate neural networks' predictions!☆1,307Apr 11, 2025Updated last year
- Principal Image Sections Mapping. Convolutional Neural Network Visualisation and Explanation Framework☆46Jan 12, 2023Updated 3 years ago
- AQI-prediction using Nested LSTM and wavelet transform (WT) based on Keras.☆13Oct 16, 2021Updated 4 years ago
- Gaussian processes with spherical harmonic features in JAX☆16Aug 24, 2025Updated 11 months ago
- Repository for my studies of Causal Inference☆10Dec 1, 2019Updated 6 years ago
- ☆17May 30, 2018Updated 8 years ago
- Word embeddings trained on medical subreddits.☆10Jan 4, 2021Updated 5 years ago
- The Python 3 library for Multi-Criteria Decision Analysis.☆12Jun 22, 2026Updated last month
- Jithsaavvy / Explaining-deep-learning-models-for-detecting-anomalies-in-time-series-data-RnD-projectThis research work focuses on comparing the existing approaches to explain the decisions of models trained using time-series data and pro…☆31Jul 30, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 基于Swin-Transformer改进_YOLOv7电力杆塔识别系统☆14Nov 27, 2023Updated 2 years ago
- Dataset created for the Power Line Insulators Inspection Detections☆10Jul 2, 2020Updated 6 years ago
- The application demonstrates the Image Semantic Segmentation considering the input image in portrait mode and changes the background to g…☆17Sep 17, 2019Updated 6 years ago
- PyTorch implementation of Sample Efficient Actor-Critic with Experience Replay(ACER)☆16Oct 7, 2020Updated 5 years ago
- A PyTorch/PyTorch Lightning implementation of the U-Time model (see https://arxiv.org/abs/1910.11162)☆12Mar 19, 2021Updated 5 years ago
- An R package for non-negative and sparse CCA☆14May 1, 2023Updated 3 years ago
- Python package for compositional data analysis☆14Dec 1, 2023Updated 2 years ago
- A python package for decision-making algorithms☆11Jul 8, 2025Updated last year
- Implementation of MaNi: Maximizing Mutual Information for Nuclei Cross-Domain Unsupervised Segmentation☆12Jun 30, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆28Dec 29, 2020Updated 5 years ago
- MSc Informatics dissertation project - University of Edinburgh: Curiosity in Multi-Agent Reinforcement Learning☆13Aug 16, 2019Updated 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
- Application of the LIME algorithm by Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin to the domain of time series classification☆95Feb 1, 2024Updated 2 years ago
- Adaptive-binning for evaluation of confidence calibration☆12Jul 28, 2019Updated 7 years ago
- Directed Acyclic Tabular GAN (DATGAN) for integrating expert knowledge in synthetic tabular data generation☆18Oct 19, 2024Updated last year
- Generator and Internet Draft (I-D) documenting test vectors for the stream cipher ChaCha.☆12Apr 21, 2016Updated 10 years ago