Explaining Anomalies Detected by Autoencoders Using SHAP
☆44Aug 1, 2021Updated 4 years ago
Alternatives and similar repositories for explainAnomaliesUsingSHAP
Users that are interested in explainAnomaliesUsingSHAP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository contains the implementation of Label-Free XAI, a new framework to adapt explanation methods to unsupervised models. For m…☆25Sep 21, 2022Updated 3 years ago
- Official repository of the paper "Interpretable Anomaly Detection with DIFFI: Depth-based Isolation Forest Feature Importance", M. Carlet…☆30Aug 7, 2024Updated last year
- Pytorch implementation of GEE: A Gradient-based Explainable Variational Autoencoder for Network Anomaly Detection☆29Jul 7, 2022Updated 3 years ago
- Library for multi-dimensional, multi-sensor, uni/multivariate time series data analysis, unsupervised feature selection, unsupervised dee…☆129Oct 7, 2021Updated 4 years ago
- Natural Language or Not☆11Jun 20, 2022Updated 3 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.
- Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)☆82Dec 8, 2022Updated 3 years ago
- bayesian lime☆18Aug 3, 2024Updated last year
- ☆12Jul 4, 2025Updated 11 months ago
- Simple implementation of scientific paper 'GAC: Graph-Based Alert Correlation for the Detection of Distributed Multi-Step Attacks'☆19May 12, 2019Updated 7 years ago
- ☆11Feb 6, 2021Updated 5 years ago
- Code for the paper "Model Agnostic Interpretability for Multiple Instance Learning".☆13Jan 28, 2022Updated 4 years ago
- Code for paper "Principled feature attribution for unsupervised gene expression analysis"☆13Mar 7, 2023Updated 3 years ago
- Spell is a Streaming Parser for Event Logs using an LCS (Longest Common Subsequence)☆17Jun 3, 2019Updated 7 years ago
- Supplementary materials for paper "On the Effectiveness of Log Representation for Log-based Anomaly Detection"☆13Dec 1, 2023Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- [AAAI 2018] Implementation of the Ethics Shaping approach proposed in "A low-cost ethics shaping approach for designing reinforcement lea…☆11Aug 3, 2018Updated 7 years ago
- ☆22Nov 14, 2024Updated last year
- Feature Interaction Interpretability via Interaction Detection☆34Jun 12, 2023Updated 3 years ago
- Tool for Production and Performance Testing Based Application Monitoring☆19May 17, 2026Updated 3 weeks ago
- This repository contains the implementation of Concept Activation Regions, a new framework to explain deep neural networks with human con…☆17Oct 7, 2022Updated 3 years ago
- ☆16Oct 23, 2019Updated 6 years ago
- For calculating Shapley values via linear regression.☆73Jun 6, 2021Updated 5 years ago
- Lexicographic Multi-Objective Reinforcement Learning☆16May 15, 2023Updated 3 years ago
- ☆65Feb 2, 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.
- Code for "Variational Autoencoder with Learned Latent Structure"☆35Mar 5, 2021Updated 5 years ago
- project GCN-VAE for knowledge graphs☆16Aug 27, 2020Updated 5 years ago
- simulation of "A novel reinforcement learning algorithm for virtual network emb e dding" paper☆18Jan 16, 2020Updated 6 years ago
- Exploring and improving the quality of ChatGPT-generated code for LeetCode programming tasks.☆11Jan 19, 2024Updated 2 years ago
- All source codes used in "얀데레 아가씨"☆11Aug 6, 2017Updated 8 years ago
- Synthesizing Fingerprint from Pattern Type Analysis Features using cGAN - WITC 2019☆12Apr 19, 2019Updated 7 years ago
- Supervised Local Modeling for Interpretability☆29Oct 27, 2018Updated 7 years ago
- [ICML 24] A novel automated neuron explanation framework that can accurately describe poly-semantic concepts in deep neural networks☆14May 2, 2025Updated last year
- ☆19Apr 29, 2023Updated 3 years 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.
- A Python implementation of Kernel Principal Component Analysis (KPCA)☆23Aug 15, 2020Updated 5 years ago
- LogLead performs log loading, log enhancement, log feature engineering, log analysis, log anomaly detection.☆30Feb 17, 2026Updated 3 months ago
- 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
- xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology☆31Apr 27, 2026Updated last month
- 用scrapy编写的一个可以爬取智联招聘全部职位信息的爬虫☆17Aug 1, 2019Updated 6 years ago
- A collection of small corpuses of interesting data for the creation of bots and similar stuff.☆10Sep 26, 2018Updated 7 years ago
- ☆12Apr 27, 2020Updated 6 years ago