Official Code Repo for the Paper: "How does This Interaction Affect Me? Interpretable Attribution for Feature Interactions", In NeurIPS 2020
☆41Oct 31, 2022Updated 3 years ago
Alternatives and similar repositories for archipelago
Users that are interested in archipelago are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Feature Interaction Interpretability via Interaction Detection☆34Jun 12, 2023Updated 3 years ago
- Code for Evaluating Explanations for Reading Comprehension with Realistic Counterfactuals.☆17Apr 25, 2021Updated 5 years ago
- Source code for "Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models", ICLR 2020.☆29Jun 28, 2020Updated 5 years ago
- Code for the paper "Model Agnostic Interpretability for Multiple Instance Learning".☆13Jan 28, 2022Updated 4 years ago
- A Unified Approach to Evaluate and Compare Explainable AI methods☆14Jan 19, 2024Updated 2 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.
- Source code for the Joint Shapley values: a measure of joint feature importance☆12Sep 14, 2021Updated 4 years ago
- Code for paper "Prompt Engineering a Prompt Engineer" (https://arxiv.org/abs/2311.05661)☆12Aug 1, 2024Updated last year
- Discretized Integrated Gradients for Explaining Language Models (EMNLP 2021)☆27Mar 26, 2022Updated 4 years ago
- Deep Large-Scale Inference UsingKnockoffs☆11Nov 4, 2021Updated 4 years ago
- Python package to compute interaction indices that extend the Shapley Value. AISTATS 2023.☆19Sep 25, 2023Updated 2 years ago
- "FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning" (ACL 2023)☆15Jul 24, 2023Updated 2 years ago
- Official PyTorch implementation of "Physics-aware Difference Graph Networks for Sparsely-Observed Dynamics" (https://openreview.net/forum…☆51Feb 19, 2020Updated 6 years ago
- This is the official implementation for the paper "Learning to Scaffold: Optimizing Model Explanations for Teaching"☆20May 19, 2022Updated 4 years ago
- A repository for explaining feature attributions and feature interactions in deep neural networks.☆193Jan 16, 2022Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code to reproduce experiments from "A Statistical Approach to Assessing Neural Network Robustness"☆12Feb 11, 2019Updated 7 years ago
- ☆14Apr 29, 2025Updated last year
- Code for EMNLP 2021 paper "Measuring Association Between Labels and Free-Text Rationales"☆12Sep 12, 2023Updated 2 years ago
- A benchmark for understanding and evaluating rationales: http://www.eraserbenchmark.com/☆100Nov 11, 2022Updated 3 years ago