Official repository of the paper "Interpretable Anomaly Detection with DIFFI: Depth-based Isolation Forest Feature Importance", M. Carletti, M. Terzi, G. A. Susto.
☆30Aug 7, 2024Updated last year
Alternatives and similar repositories for DIFFI
Users that are interested in DIFFI are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Explaining Anomalies Detected by Autoencoders Using SHAP☆44Aug 1, 2021Updated 4 years ago
- ☆50Jan 7, 2018Updated 8 years ago
- Fast Axiomatic Attribution for Neural Networks (NeurIPS*2021)☆15Feb 24, 2026Updated 2 months ago
- Interpretation of Isolation Forests☆22Jun 17, 2024Updated last year
- The code for Isolation Mondrian (iMondrian) forest for batch and online anomaly detection☆10Feb 24, 2021Updated 5 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.
- Simple implementation of scientific paper 'GAC: Graph-Based Alert Correlation for the Detection of Distributed Multi-Step Attacks'☆19May 12, 2019Updated 6 years ago
- Code for paper "Principled feature attribution for unsupervised gene expression analysis"☆13Mar 7, 2023Updated 3 years ago
- 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
- Fine-tuning an LLM using a Generic Workflow and Best Practices with PyTorch☆28Jul 29, 2023Updated 2 years ago
- ☆16Apr 3, 2020Updated 6 years ago
- State of the art time series forecasting method that has the FFORMA ensemble learn from the ESRNN hybrid model and others.☆13Sep 7, 2022Updated 3 years ago
- This repository contains the implementation of Concept Activation Regions, a new framework to explain deep neural networks with human con…☆16Oct 7, 2022Updated 3 years ago
- ☆16Oct 23, 2019Updated 6 years ago
- Code for our ICML '19 oral paper: Neural Network Attributions: A Causal Perspective.☆51Nov 20, 2021Updated 4 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.
- "Network/Graph Analysis in Python" repository of 3 hours training session held at ODSC East 2018 and JupyterCon 2018.☆36Aug 22, 2018Updated 7 years ago
- Lightweight Python implementation of SHAP☆36Apr 20, 2026Updated 2 weeks ago
- Initialization is critical for preserving global data structure in both t-SNE and UMAP☆24Feb 3, 2021Updated 5 years ago
- Official Code for the paper: "Composite Feature Selection using Deep Ensembles"☆25Mar 26, 2023Updated 3 years ago
- A simple Graph Library to allow C++ users to model problems using graphs.☆15Apr 29, 2021Updated 5 years ago
- A simple CLI command that initialises a Kedro project from an existing Python package☆11Aug 23, 2024Updated last year
- Implementations of various feature selection methods☆24Nov 30, 2020Updated 5 years ago
- Starter code for slackbot tutorial☆25Feb 16, 2023Updated 3 years ago
- carefree-ml implemented Machine Learning algorithms with numpy, mainly for educational use☆33Jun 28, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A lightweight implementation of removal-based explanations for ML models.☆59Jul 19, 2021Updated 4 years ago
- InterpretableDTIP☆20Jul 30, 2018Updated 7 years ago
- automagically fixes simple flake8 lints☆15Jun 26, 2024Updated last year
- Base Kafka Producer, consumer, flask api and PySpark Structured streaming Job☆11Oct 20, 2021Updated 4 years ago
- ☆18Nov 27, 2017Updated 8 years ago
- Data stream analytics: Implement online learning methods to address concept drift and model drift in dynamic data streams. Code for the p…☆34Jan 11, 2023Updated 3 years ago
- Workshop for GNN at RIIAA☆21Aug 25, 2021Updated 4 years ago
- This repository contains demo code of basic digital twin system☆15Nov 4, 2020Updated 5 years ago
- The PT tracing portion of Barnum.☆11Feb 8, 2019Updated 7 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Pytorch implementation of arbitrary learning rate and momentum schedules, including the One Cycle Policy☆12Jul 15, 2020Updated 5 years ago
- LLVM-based compiler to create artificial software diversity to protect software from code-reuse attacks.☆18Sep 12, 2018Updated 7 years ago
- ☆12Mar 17, 2022Updated 4 years ago
- ChemGCN is a graph convolutional network to predict water solubilities of small molecules.☆25Jan 3, 2024Updated 2 years ago
- A notebook that compares a reasoning model x a non reasoning model that runs a loop using logprobs found uncertainty☆25Aug 18, 2025Updated 8 months ago
- Material for the PySpark course☆14May 16, 2025Updated 11 months ago
- ☆13Apr 4, 2024Updated 2 years ago