Code for "Generating Interpretable Counterfactual Explanations By Implicit Minimisation of Epistemic and Aleatoric Uncertainties"
โ20May 14, 2021Updated 4 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:
- Local explanations with uncertainty ๐!โ42Aug 8, 2023Updated 2 years ago
- Code for paper Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions.โ50Nov 3, 2023Updated 2 years ago
- Supplementary material to reproduce "The Unreasonable Effectiveness of Deep Evidential Regression"โ30Nov 28, 2022Updated 3 years ago
- โ10Apr 3, 2024Updated 2 years ago
- All notebook for FastAI learning purposes.โ15Jun 11, 2019Updated 6 years ago
- Open source password manager - Proton Pass โข AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- โ12Oct 29, 2020Updated 5 years ago
- Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831โ37Dec 27, 2022Updated 3 years ago
- โ14Nov 9, 2018Updated 7 years ago
- Code for our paperโ13Jul 26, 2022Updated 3 years ago
- GAM (Global Attribution Mapping) explains the landscape of neural network predictions across subpopulationsโ36Jan 23, 2026Updated 3 months ago
- A PyTorch based implementation of MMD-criticโ16Nov 12, 2020Updated 5 years ago
- Code used in the paper "Score matching enables causal discovery of nonlinear additive noise models", Rolland et al., ICML 2022โ21Sep 15, 2025Updated 7 months ago
- Implementation of "With a Little Help from my Temporal Context: Multimodal Egocentric Action Recognition, BMVC, 2021" in PyTorchโ20Dec 16, 2021Updated 4 years ago
- Counterfactual Explanation Based on Gradual Construction for Deep Networks Pytorchโ11Apr 7, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer โข AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official repository for ACCV 2020 paper 'Class-Wise Difficulty-Balanced Loss for Solving Class-Imbalance'โ19Jun 24, 2021Updated 4 years ago
- โ21Nov 12, 2019Updated 6 years ago
- Pytorch implementations of Co-teaching for noisy label learningโ13Jun 28, 2022Updated 3 years ago
- Collection of code and data related to the CHAMPS kaggle competitionโ11Apr 6, 2022Updated 4 years ago
- Repository for conditional transportโ15Jan 12, 2022Updated 4 years ago
- Graph Convolutional Neural Networks for Alzheimerโs Classification with transfer learning and HPC methodsโ12Sep 20, 2021Updated 4 years ago
- โ12Aug 25, 2022Updated 3 years ago
- โ11May 26, 2023Updated 2 years ago
- Invertible Concept-based Explanation (ICE)โ19Oct 29, 2025Updated 6 months ago
- Proton VPN Special Offer - Get 70% off โข AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Neural Arithmetic Logic Units by Trask et al.โ12Apr 10, 2019Updated 7 years ago
- Keras implementation of SDE-Net (ICML 2020).โ16Sep 11, 2020Updated 5 years ago
- โ11Oct 22, 2020Updated 5 years ago
- Code for "Counterfactual Token Generation in Large Language Models", Arxiv 2024.โ33Nov 7, 2024Updated last year
- Explainable recommendation via interpretable feature mappingโ19Apr 25, 2020Updated 6 years ago
- CS 230 Final project. Owned by Soham Gadgil, Sun Woo Kang, and Erick Siavichay-Velascoโ12Sep 30, 2022Updated 3 years ago
- Code/figures in Right for the Right Reasonsโ57Dec 29, 2020Updated 5 years ago
- MetA-Train to Explainโ18Feb 15, 2022Updated 4 years ago
- Implementation of MAML in numpy, deriving gradients and implementing backprop manuallyโ14Nov 15, 2018Updated 7 years ago
- Managed Kubernetes at scale on DigitalOcean โข AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code for "Counterfactual Explanations in Sequential Decision Making Under Uncertainty", NeurIPS 2021โ16Feb 8, 2023Updated 3 years ago
- official implementation of Training-free Boost for Open-Vocabulary Object Detection with Confidence Aggregationโ13Apr 15, 2024Updated 2 years ago
- "Causality: Models, Reasoning, and Inference-Judea Pearl(2009)"ไธญๆ็ฟป่ฏๅๅญฆไน ็ฌ่ฎฐโ18Feb 18, 2022Updated 4 years ago
- Official implementation of "How Reliable is Your Regression Model's Uncertainty Under Real-World Distribution Shifts?", TMLR 2023.โ19Mar 21, 2024Updated 2 years ago
- Pytorch Implementation of AAMAS 2021 paper <Energy-Based Imitation Learning>โ11Oct 8, 2021Updated 4 years ago
- Towards Efficient Shapley Value Estimation via Cross-contribution Maximizationโ14Jul 8, 2022Updated 3 years ago
- Implementation of the paper titled: "FACE: Feasible and actionable counterfactual recourse" by Rafael et. at. - https://arxiv.org/pdf/190โฆโ14Dec 12, 2020Updated 5 years ago