Codes for reproducing the contrastive explanation in “Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives”
☆54Jul 4, 2018Updated 7 years ago
Alternatives and similar repositories for Contrastive-Explanation-Method
Users that are interested in Contrastive-Explanation-Method are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆12Aug 25, 2022Updated 3 years ago
- Hybrid algorithm based on SEDC and LIME for computing Evidence Counterfactuals (LIME-Counterfactual): explaining the model predictions of…☆10May 20, 2020Updated 6 years ago
- Explaining neural decisions contrastively to alternative decisions.☆24Mar 18, 2021Updated 5 years ago
- CEML - Counterfactuals for Explaining Machine Learning models - A Python toolbox☆47May 30, 2025Updated last year
- Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831☆37Dec 27, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code for Fong and Vedaldi 2017, "Interpretable Explanations of Black Boxes by Meaningful Perturbation"☆32Sep 25, 2019Updated 6 years ago
- Code release for Park et al. Multimodal Multimodal Explanations: Justifying Decisions and Pointing to the Evidence. in CVPR, 2018☆49Jul 27, 2018Updated 7 years ago
- ☆14Jul 19, 2020Updated 5 years ago
- Unsupervised-Data-Augmentation-PyTorch☆12Dec 8, 2022Updated 3 years ago
- A minimal example of optimal transport with Input Convex Neural Networks in Pytorch☆24Dec 22, 2021Updated 4 years ago
- Using / reproducing DAC from the paper "Disentangled Attribution Curves for Interpreting Random Forests and Boosted Trees"☆27Feb 11, 2021Updated 5 years ago
- ☆124May 10, 2021Updated 5 years ago
- Spherical random features for polynomial kernels☆10Dec 1, 2015Updated 10 years ago
- code release for the paper "On Completeness-aware Concept-Based Explanations in Deep Neural Networks"☆54Mar 25, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Pytorch implementation of Real Time Image Saliency for Black Box Classifiers https://arxiv.org/abs/1705.07857☆59Oct 15, 2019Updated 6 years ago
- Code for the paper "Bias-Reduced Uncertainty Estimation for Deep Neural Classifiers" published in ICLR 2019☆13Apr 25, 2019Updated 7 years ago
- Codebase for "Deep Learning for Case-based Reasoning through Prototypes: A Neural Network that Explains Its Predictions" (to appear in AA…☆77Nov 21, 2017Updated 8 years ago
- Model Agnostic Counterfactual Explanations☆90Sep 30, 2022Updated 3 years ago
- ☆30Mar 10, 2022Updated 4 years ago
- Implementation of the first neural natural logic paper on natural language inference☆10Oct 31, 2022Updated 3 years ago
- ☆117Nov 21, 2022Updated 3 years ago
- PyTorch implementation for Neural Additive Models☆25Dec 2, 2020Updated 5 years ago
- Code for "Generative causal explanations of black-box classifiers"☆36Jan 15, 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.
- ☆12Feb 15, 2021Updated 5 years ago
- ☆14Sep 12, 2024Updated last year
- Code for Paper Predicting Osteoarthritis Progression via Unsupervised Adversarial Representation Learning☆14Aug 11, 2022Updated 3 years ago
- ☆51Mar 24, 2023Updated 3 years ago
- On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification☆29Nov 30, 2022Updated 3 years ago
- PyTorch code for KDD 18 paper: Towards Explanation of DNN-based Prediction with Guided Feature Inversion☆21Feb 4, 2019Updated 7 years ago
- Code and data for decision making under strategic behavior, NeurIPS 2020 & Management Science 2024.☆29Feb 28, 2024Updated 2 years ago
- Logit Pairing Methods Can Fool Gradient-Based Attacks [NeurIPS 2018 Workshop on Security in Machine Learning]☆19Dec 2, 2018Updated 7 years ago
- Tensorflow implementation for the Class-wise Selective Rationalization☆14Feb 15, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆61Feb 23, 2021Updated 5 years ago
- OncoNetExplainer: Explainable Prediction of Cancer Types Based on Gene Expression Data☆11Feb 28, 2023Updated 3 years ago
- Code for NAACL 2022 paper "Reframing Human-AI Collaboration for Generating Free-Text Explanations"☆29Apr 28, 2023Updated 3 years ago
- Self-Explaining Neural Networks☆46Feb 1, 2020Updated 6 years ago
- Github for the NIPS 2020 paper "Learning outside the black-box: at the pursuit of interpretable models"☆14Sep 7, 2022Updated 3 years ago
- CVPR 2018 Hierarchical Novelty Detection for Visual Object Recognition☆39Jun 15, 2018Updated 7 years ago
- ccPCA: contrasting clusters in PCA.☆22May 27, 2025Updated last year