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
- Code for paper Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions.β51Nov 3, 2023Updated 2 years ago
- β11Apr 3, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer β’ AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A repo about deep learning and PyTorch covering basics, projects and ideasβ11Jan 31, 2021Updated 5 years ago
- β11May 24, 2024Updated 2 years ago
- Code accompanying the paper "Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers"β32Mar 24, 2023Updated 3 years ago
- Supplementary material to reproduce "The Unreasonable Effectiveness of Deep Evidential Regression"β30Nov 28, 2022Updated 3 years ago
- 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
- GAM (Global Attribution Mapping) explains the landscape of neural network predictions across subpopulationsβ37Jan 23, 2026Updated 6 months 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
- 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.
- Interpretable Explanations of Black Boxes by Meaningful Perturbation Pytorchβ12Aug 30, 2024Updated last year
- Official repository for ACCV 2020 paper 'Class-Wise Difficulty-Balanced Loss for Solving Class-Imbalance'β18Jun 24, 2021Updated 5 years ago
- β124Mar 15, 2022Updated 4 years ago
- β21Nov 12, 2019Updated 6 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
- [CVPR2019] Synthesizing Environment-Aware Activities via Activity Sketchesβ13Oct 3, 2023Updated 2 years ago
- My implementation of the ADIOS algorithmβ12Sep 17, 2012Updated 13 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer β’ AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- An educational tool to introduce AI planning concepts using mobile manipulator robots.β15Aug 6, 2024Updated 2 years ago
- β10Nov 13, 2018Updated 7 years ago
- The handbook for leading Applied AI teamsβ15Mar 12, 2026Updated 5 months ago
- Towards Robust Interpretability with Self-Explaining Neural Networks, Alvarez-Melis et al. 2018β15Oct 28, 2019Updated 6 years ago
- Embedding-based evaluation metrics for dialogue generation.β15Jan 8, 2023Updated 3 years ago
- β12Aug 25, 2022Updated 3 years ago
- β11May 26, 2023Updated 3 years ago
- Neural Arithmetic Logic Units by Trask et al.β12Apr 10, 2019Updated 7 years ago
- Human Protein Atlas image classification competitionβ13May 22, 2023Updated 3 years ago
- Open source password manager - Proton Pass β’ AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Educational Recommender Systemsβ17May 22, 2016Updated 10 years ago
- Explainable recommendation via interpretable feature mappingβ19Apr 25, 2020Updated 6 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
- Code/figures in Right for the Right Reasonsβ56Dec 29, 2020Updated 5 years ago
- Code for "CNN^2: Viewpoint Generalization via a Binocular Vision" (NeurIPS 2019)β11Aug 7, 2021Updated 5 years ago
- β58Mar 22, 2022Updated 4 years ago