GAM (Global Attribution Mapping) explains the landscape of neural network predictions across subpopulations
☆37Jan 23, 2026Updated 6 months ago
Alternatives and similar repositories for global-attribution-mapping
Users that are interested in global-attribution-mapping are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for "Generative causal explanations of black-box classifiers"☆36Jan 15, 2021Updated 5 years ago
- Multiple Generalized Additive Models implemented in Python (EBM, XGB, Spline, FLAM). Code for our KDD 2021 paper "How Interpretable and T…☆14Aug 15, 2021Updated 4 years ago
- ☆16May 9, 2022Updated 4 years ago
- Knockoffs for controlled variable selection☆41Jul 12, 2025Updated last year
- Code for "Generating Interpretable Counterfactual Explanations By Implicit Minimisation of Epistemic and Aleatoric Uncertainties"☆20May 14, 2021Updated 5 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.
- Neural Additive Models (Google Research)☆32Apr 27, 2024Updated 2 years ago
- Self-Explaining Neural Networks☆46Feb 1, 2020Updated 6 years ago
- OCEAN: Optimal Counterfactual Explanations in Tree Ensembles (ICML 2021)☆36Jul 10, 2026Updated 2 weeks ago
- ☆13Jul 23, 2025Updated last year
- stand alone Neural Additive Models, forked from google-reasearch for easy import to colab☆29Sep 29, 2020Updated 5 years ago
- ☆12Aug 25, 2022Updated 3 years ago
- ☆10Mar 11, 2022Updated 4 years ago
- For calculating global feature importance using Shapley values.☆293Updated this week
- Datasets for fairness-aware machine learning☆13Mar 4, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Implementation of the paper titled: "FACE: Feasible and actionable counterfactual recourse" by Rafael et. at. - https://arxiv.org/pdf/190…☆14Dec 12, 2020Updated 5 years ago
- Call of Duty: Modern Warfare Discord Rich Presence spoofer.☆11Aug 10, 2019Updated 6 years ago
- Interpretable LambdaMART☆11Apr 24, 2025Updated last year
- Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831☆38Dec 27, 2022Updated 3 years ago
- Capture all information throughout your model's development in a reproducible way and tie results directly to the model code!☆140Updated this week
- QuasiModo: Assessing viral genomic analysis methods on HCMV strain mixture☆12Sep 22, 2022Updated 3 years ago
- Explaining Image Classifiers by Counterfactual Generation☆28Apr 23, 2022Updated 4 years ago
- Telemetry for applications that use LLM tools.☆27May 10, 2023Updated 3 years ago
- ☆26Apr 16, 2020Updated 6 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.
- Learning to Discover Efficient Mathematical Identities☆48Dec 4, 2014Updated 11 years ago
- Directed Acyclic Tabular GAN (DATGAN) for integrating expert knowledge in synthetic tabular data generation☆18Oct 19, 2024Updated last year
- The goal is to pilot Microsoft Cognitive Services to unlock the strategic value of UN unstructured content by building on AI and semantic…☆16Jul 6, 2023Updated 3 years ago
- Affine gap sequence alignment in Python.☆15May 17, 2014Updated 12 years ago
- A Marketing Mix Modelling project for an E-Commerce company☆14Oct 3, 2025Updated 9 months ago
- An interpretable regression model in Python with Random-Forest-level accuracy☆15Updated this week
- Information Constraints on Auto-Encoding Variational Bayes☆11May 24, 2018Updated 8 years ago
- code for our work: Modeling the Probabilistic Distribution of Unlabeled Data for One-shot Medical Image Segmentation☆10Sep 14, 2021Updated 4 years ago
- TabPrep: Closing the Feature Engineering Gap in Tabular Benchmarks☆19Jun 7, 2026Updated last month
- 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.
- codes for paper "Interpretability-Aware Vision Transformer"☆22Sep 14, 2023Updated 2 years ago
- Simplified Rust implementation of the Hungarian (or Kuhn–Munkres) algorithm☆14Jun 15, 2020Updated 6 years ago
- Using VAEs to do clustering for classification☆11Nov 5, 2017Updated 8 years ago
- Python implementation of R package breakDown☆43Jul 6, 2023Updated 3 years ago
- Repository for the EMNLP 2023 Demo Paper "Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data"☆19Jan 27, 2025Updated last year
- Machine learning models implemented from the ground up.☆15Jul 18, 2020Updated 6 years ago
- ☆14Nov 8, 2024Updated last year