Code for "Generating Interpretable Counterfactual Explanations By Implicit Minimisation of Epistemic and Aleatoric Uncertainties"
β20May 14, 2021Updated 5 years ago
Alternatives and similar repositories for explanations-by-minimizing-uncertainty
Users that are interested in explanations-by-minimizing-uncertainty 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 Image Classifiers by Counterfactual Generationβ27Apr 23, 2022Updated 4 years ago
- Local explanations with uncertainty π!β41Aug 8, 2023Updated 3 years ago
- Code for "Counterfactual Token Generation in Large Language Models", Arxiv 2024.β34Nov 7, 2024Updated last year
- β11Apr 3, 2024Updated 2 years ago
- All notebook for FastAI learning purposes.β13Jun 11, 2019Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831β38Dec 27, 2022Updated 3 years ago
- Code for our paperβ13Jul 26, 2022Updated 4 years ago
- β14Nov 9, 2018Updated 7 years ago
- β15Jun 18, 2023Updated 3 years ago
- A PyTorch based implementation of MMD-criticβ16Nov 12, 2020Updated 5 years ago
- Research project on generation of counterfactuals for eXplainable AI, based on Bayesian Generationβ10Dec 18, 2024Updated last year
- Counterfactual Explanation Based on Gradual Construction for Deep Networks Pytorchβ11Apr 7, 2021Updated 5 years ago
- π Minimalist Todo App: Next.js & NextAuth for Google Auth, Django & MySQL backend. Features SSR, task management & responsive UI.β13May 30, 2024Updated 2 years ago
- [ICML 2022] Learning Efficient and Robust Ordinary Differential \\ Equations via Invertible Neural Networksβ11Apr 14, 2023Updated 3 years ago
- End-to-end encrypted email - Proton Mail β’ AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- β124Mar 15, 2022Updated 4 years ago
- Pytorch implementations of Co-teaching for noisy label learningβ13Jun 28, 2022Updated 4 years ago
- This repository is related to the paper titled "Detecting Out-of-Distribution Inputs in Deep Neural Networks Using an Early-Layer Output"β¦β12Apr 14, 2023Updated 3 years ago
- Collection of code and data related to the CHAMPS kaggle competitionβ11Apr 6, 2022Updated 4 years ago
- Graph Convolutional Neural Networks for Alzheimerβs Classification with transfer learning and HPC methodsβ12Sep 20, 2021Updated 4 years ago
- Repository for conditional transportβ15Jan 12, 2022Updated 4 years ago
- Embedding-based evaluation metrics for dialogue generation.β15Jan 8, 2023Updated 3 years ago
- β12Aug 25, 2022Updated 4 years ago
- β11May 26, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- CS 230 Final project. Owned by Soham Gadgil, Sun Woo Kang, and Erick Siavichay-Velascoβ12Sep 30, 2022Updated 3 years ago
- [ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imagingβ75May 22, 2023Updated 3 years ago
- Learning globally stable dynamical systems policies through imitation. A modification of the original work, focussing on waypoint-based iβ¦β14Oct 12, 2024Updated last year
- Keras implementation of SDE-Net (ICML 2020).β16Sep 11, 2020Updated 6 years ago
- MetA-Train to Explainβ18Feb 15, 2022Updated 4 years ago
- β17Jun 9, 2020Updated 6 years ago
- official implementation of Training-free Boost for Open-Vocabulary Object Detection with Confidence Aggregationβ13Apr 15, 2024Updated 2 years ago
- Official implementation of "How Reliable is Your Regression Model's Uncertainty Under Real-World Distribution Shifts?", TMLR 2023.β19Mar 21, 2024Updated 2 years ago
- Code for AISTATS 2023 paper - Estimating Total Correlation with Mutual Information Estimatorsβ17Dec 15, 2023Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer β’ AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- In this work, we present a novel approach that combines the power of Koopman operators and deep neural networks to generate a linear repβ¦β13Dec 1, 2025Updated 9 months ago
- This repository contains the code of our paper 'Skip \n: A simple method to reduce hallucination in Large Vision-Language Models'.β15Feb 12, 2024Updated 2 years ago
- Pytorch Implementation of AAMAS 2021 paper <Energy-Based Imitation Learning>β12Oct 8, 2021Updated 4 years ago
- A collection of algorithms of counterfactual explanations.β52Mar 22, 2021Updated 5 years ago
- Implementation of the paper titled: "FACE: Feasible and actionable counterfactual recourse" by Rafael et. at. - https://arxiv.org/pdf/190β¦β14Dec 12, 2020Updated 5 years ago
- Algorithms for generating synthetic dataβ17Jun 18, 2024Updated 2 years ago
- β44Feb 21, 2022Updated 4 years ago