PyTorch code for WWW 19 paper: On Attribution of Recurrent Neural Network Predictions via Additive Decomposition
☆11Mar 18, 2021Updated 5 years ago
Alternatives and similar repositories for REAT
Users that are interested in REAT are comparing it to the libraries listed below
Sorting:
- PyTorch code for KDD 18 paper: Towards Explanation of DNN-based Prediction with Guided Feature Inversion☆21Feb 4, 2019Updated 7 years ago
- Adversarial learning by utilizing model interpretation☆10Oct 19, 2018Updated 7 years ago
- under review☆14Mar 1, 2021Updated 5 years ago
- ☆44May 17, 2020Updated 5 years ago
- ☆88Nov 14, 2023Updated 2 years ago
- Code for the ICLR'23 paper "Temporal Dependencies in Feature Importance for Time Series Prediction"☆26Mar 31, 2023Updated 2 years ago
- 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…☆30Jul 30, 2022Updated 3 years ago
- ✨✨ Official repo for "Comparative Analysis of Demonstration Selection Algorithms for LLM In-Context Learning"☆16Nov 8, 2024Updated last year
- Automated Machine Learning (AutoML) for Kaggle Competition☆32Jul 6, 2023Updated 2 years ago
- Sensor data science and AI tutorial☆11Feb 15, 2026Updated last month
- A comparison of human attention with computational attention mechanisms☆12Jul 3, 2020Updated 5 years ago
- ☆16Feb 7, 2023Updated 3 years ago
- A curated list of awesome Fairness in AI resources☆332Sep 15, 2023Updated 2 years ago
- TODO ;)☆12Aug 13, 2018Updated 7 years ago
- An End-to-end Outlier Detection System☆258Mar 25, 2023Updated 2 years ago
- XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification☆49Nov 27, 2022Updated 3 years ago
- Recreation of the DNA Sequence Classification Paper☆12Oct 27, 2016Updated 9 years ago
- ☆14Jun 21, 2019Updated 6 years ago
- Code for the paper "Understanding and Evaluating Racial Biases in Image Captioning"☆12Oct 19, 2021Updated 4 years ago
- [CIKM2023] GiGaMA: Generalizable Graph Masked Autoencoder via Collaborative Latent Space Reconstruction☆18Aug 31, 2023Updated 2 years ago
- Reimplementation of the paper `Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words? (ACL2…☆17Jul 10, 2020Updated 5 years ago
- Brand disambiguator for tweets to differentiate e.g. Orange vs orange (brand vs foodstuff), using NLTK and scikit-learn☆58Jul 11, 2013Updated 12 years ago
- ☆16Oct 23, 2019Updated 6 years ago
- ☆15Jul 5, 2024Updated last year
- [COLING'25] Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers?☆83Jan 22, 2025Updated last year
- repo for "Decision explanation and feature importance for invertible networks"☆14Nov 13, 2019Updated 6 years ago
- Simple implementation of two layers of Disentangled GCN☆13Mar 24, 2021Updated 4 years ago
- Isolation Forest☆13Mar 30, 2018Updated 7 years ago
- ☆14Aug 7, 2025Updated 7 months ago
- ☆14Mar 16, 2020Updated 6 years ago
- ☆10Sep 17, 2016Updated 9 years ago
- 本项目为时间序列预测项目，主要重点在于对预测项目整体流程的梳理总结，不同框架下如何进行简单数据处理和模型搭建。因此项目中搭建的主要为一些常用模型（后续会不断修改完善）。模型包含了prophet模型、keras库的bp神经网络和lstm网络模型、pytorch …☆26Apr 6, 2023Updated 2 years ago
- Blind Justice Code for the paper "Blind Justice: Fairness with Encrypted Sensitive Attributes", ICML 2018☆14Mar 20, 2019Updated 7 years ago
- We have created a new Github repository. Please visit https://github.com/ynchuang/DiscoverPath for the latest update.☆17Sep 3, 2023Updated 2 years ago
- A K-Means implementation for KL-Divergence (instead of squared euclidean distance)☆14Jul 7, 2015Updated 10 years ago
- UNIX like OS☆17Mar 7, 2020Updated 6 years ago
- [ACL 2024] PokeMQA: Programmable knowledge editing for Multi-hop Question Answering☆19Jun 8, 2024Updated last year
- Differential Privacy Protection against MembershipInference Attack on Machine Learning for Genomic Data☆19Aug 4, 2020Updated 5 years ago
- [NeurIPS2023] Black-box Backdoor Defense via Zero-shot Image Purification☆16Oct 31, 2023Updated 2 years ago