Code accompanying the paper "Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers"
☆31Mar 24, 2023Updated 3 years ago
Alternatives and similar repositories for cf-feasibility
Users that are interested in cf-feasibility are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Model Agnostic Counterfactual Explanations☆90Sep 30, 2022Updated 3 years ago
- Adversarial Black box Explainer generating Latent Exemplars☆11May 18, 2022Updated 4 years ago
- Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831☆37Dec 27, 2022Updated 3 years ago
- ☆11Oct 22, 2020Updated 5 years ago
- Code for "Generative causal explanations of black-box classifiers"☆36Jan 15, 2021Updated 5 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.
- ☆16May 9, 2022Updated 4 years ago
- Implementation of the paper titled: "FACE: Feasible and actionable counterfactual recourse" by Rafael et. at. - https://arxiv.org/pdf/190…☆14Dec 12, 2020Updated 5 years ago
- Multi-Objective Counterfactuals☆43Jul 8, 2022Updated 3 years ago
- Explaining Image Classifiers by Counterfactual Generation☆28Apr 23, 2022Updated 4 years ago
- Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" ht…☆127Mar 22, 2021Updated 5 years ago
- ☆12May 20, 2021Updated 5 years ago
- A Star Wars themed, open source Chrome extension to boost your productivity. Developed as part of the FOSS Hackathon 2021.☆17Nov 9, 2023Updated 2 years ago
- Counterfactual Explanations for Multivariate Time Series Data☆35Mar 7, 2024Updated 2 years ago
- Sample code for VAEM: a Deep Generative Model for Heterogeneous Mixed Type Data☆19Mar 7, 2021Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- python tools to check recourse in linear classification☆76Jan 8, 2021Updated 5 years ago
- Codes for reproducing the contrastive explanation in “Explanations based on the Missing: Towards Contrastive Explanations with Pertinent…☆54Jul 4, 2018Updated 7 years ago
- code release for the paper "On Completeness-aware Concept-Based Explanations in Deep Neural Networks"☆54Mar 25, 2022Updated 4 years ago
- This repository contains the implementation of SimplEx, a method to explain the latent representations of black-box models with the help …☆24Jan 31, 2023Updated 3 years ago
- Official PyTorch implementation of the paper : ProbAct: A Probabilistic Activation Function for Deep Neural Networks.☆13Jun 10, 2019Updated 7 years ago
- Social graphs and Random Walks☆11Jan 27, 2016Updated 10 years ago
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆13Nov 20, 2020Updated 5 years ago
- Code for the paper "MMA Training: Direct Input Space Margin Maximization through Adversarial Training"☆34Apr 1, 2020Updated 6 years ago
- This is where I write RL related stuff from scratch☆10Dec 15, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Implementation of Adversarial Debiasing in PyTorch to address Gender Bias☆31Aug 5, 2020Updated 5 years ago
- Pytorch implementation of Adaptative Dropout a.ka Standout.☆12Feb 22, 2018Updated 8 years ago
- ☆10Aug 26, 2022Updated 3 years ago
- Adapting LIME explanations for Time Series Data☆16Oct 31, 2024Updated last year
- ☆11Jul 20, 2022Updated 3 years ago
- ☆11Dec 8, 2023Updated 2 years ago
- Code to reproduce the experiments from the paper "Self-Compatibility: Evaluating Causal Discovery without Ground Truth"☆12Mar 9, 2024Updated 2 years ago
- On uncertainty estimation in active learning for image segmentation☆12Nov 19, 2020Updated 5 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
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- A unified approach to explain the output of any machine learning model.☆14Aug 17, 2020Updated 5 years ago
- The original code for the data providers and the datasets of the paper "Defining Benchmarks for Continual Few-Shot Learning".☆16Apr 15, 2020Updated 6 years ago
- An open-source package of causal feature selection and causal (Bayesian network) structure learning (C/C++ version)☆62Nov 17, 2020Updated 5 years ago
- Interpretable Explanations of Black Boxes by Meaningful Perturbation Pytorch☆12Aug 30, 2024Updated last year
- A collection of implementations of fair ML algorithms☆12Jan 7, 2018Updated 8 years ago
- Causality with machine learning, topic including causal represenation learning, causal reinforcement learning☆11Apr 19, 2021Updated 5 years ago
- Collection of code and data related to the CHAMPS kaggle competition☆11Apr 6, 2022Updated 4 years ago