LRP for LSTMs, GRUs, and BERT.
☆17Jan 16, 2021Updated 5 years ago
Alternatives and similar repositories for interpreting-nlp
Users that are interested in interpreting-nlp are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementing LRP (Layer-wise Relevance Propagation) for a sequence-to-sequence model with GRU layers.☆12Sep 8, 2023Updated 3 years ago
- A pytorch implemention of the Explainable AI work 'Contrastive layerwise relevance propagation (CLRP)'☆17Jun 24, 2022Updated 4 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 4 years ago
- [ECCV24] Layer-Wise Relevance Propagation with Conservation Property for ResNet☆16Sep 20, 2024Updated 2 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 7 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Tensorflow 2.1 implementation of LRP for LSTMs☆41Jan 9, 2023Updated 3 years ago
- AQI-prediction using Nested LSTM and wavelet transform (WT) based on Keras.☆13Oct 16, 2021Updated 4 years ago
- ☆34Jan 3, 2023Updated 3 years ago
- PyTorch implementation of Sample Efficient Actor-Critic with Experience Replay(ACER)☆16Oct 7, 2020Updated 6 years ago
- MPEG7 Feature extraction and calculating distance's Wrapping function to use in python☆14Aug 5, 2016Updated 10 years ago
- MSc Informatics dissertation project - University of Edinburgh: Curiosity in Multi-Agent Reinforcement Learning☆13Aug 16, 2019Updated 7 years ago
- Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds (NAACL'22)☆16Feb 18, 2025Updated last year
- A representation learning command line application in TensorFlow that searches for images that have the most features in common with the …☆10Aug 18, 2018Updated 8 years ago
- A utility for generating heatmaps of YOLO object detection models using Layerwise Relevance Propagation (LRP/CRP).☆52Aug 25, 2026Updated last month
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆15Oct 7, 2019Updated 7 years ago
- Layer-wise Relevance Propagation (LRP) for LSTMs.☆225Apr 24, 2020Updated 6 years ago
- ☆10Aug 22, 2023Updated 3 years ago
- ☆20Sep 14, 2019Updated 7 years ago
- Master thesis project - a hybrid Neural Network-Decision Tree system and dataset for classical music form recognition and analysis.☆13Jul 29, 2024Updated 2 years ago
- ☆10Mar 21, 2020Updated 6 years ago
- Example Code for Self-Supervised Feature Learning in Medical Volume Scans☆14Sep 20, 2019Updated 7 years ago
- ☆12May 21, 2019Updated 7 years ago
- Adaptive Hypernetworks for Multi-Agent RL. NeurIPS 2025.☆25Apr 14, 2026Updated 6 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- LRP for LSTM using Korean dataset(NSCM)☆19Dec 19, 2019Updated 6 years ago
- Sentiment Lexicon Generation Suite☆15Dec 4, 2017Updated 8 years ago
- Code for "SMIX(λ): Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning" AAAI 2020☆27Dec 8, 2022Updated 3 years ago
- This paper have been presented in the form of an oral presentation at the IJCNN-2019 conference. The title is "Transformation-gated LSTM…☆30Apr 26, 2020Updated 6 years ago
- ☆14Apr 2, 2026Updated 6 months ago
- Explainability of Deep RL algorithms using graph networks and layer-wise relevance propagation.☆12Aug 20, 2024Updated 2 years ago
- ☆20May 20, 2019Updated 7 years ago
- Official implementation for "Towards Safe Reinforcement Learning via Constraining Conditional Value at Risk" (IJCAI 2022)☆27Aug 29, 2024Updated 2 years ago
- I will be considering the google stocks data and will create a LSTM network for prediction.☆33Oct 15, 2023Updated 2 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.
- NYU Tandon Machine Learning and Finance Fall 2022☆11Dec 13, 2022Updated 3 years ago
- Reference implementations for visual descriptors of IMGpedia☆23Oct 20, 2022Updated 3 years ago
- Basic LRP implementation in PyTorch☆175Jul 25, 2024Updated 2 years ago
- Sifaka is an open-source framework that adds reflection and reliability to large language model (LLM) applications.☆15Dec 4, 2025Updated 10 months ago
- [CVPR2024] Officical implementation of PH-Net.☆39Jun 28, 2024Updated 2 years ago
- PyTorch compilation tutorial covering TorchScript, torch.fx, and Slapo☆17Mar 13, 2023Updated 3 years ago
- ☆21Jun 7, 2020Updated 6 years ago