python tools to check recourse in linear classification
☆76Jan 8, 2021Updated 5 years ago
Alternatives and similar repositories for actionable-recourse
Users that are interested in actionable-recourse 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
- Code and data for decision making under strategic behavior, NeurIPS 2020 & Management Science 2024.☆29Feb 28, 2024Updated 2 years ago
- simple customizable risk scores in python☆143Jun 30, 2023Updated 2 years ago
- Code accompanying the paper "Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers"☆31Mar 24, 2023Updated 3 years ago
- CEML - Counterfactuals for Explaining Machine Learning models - A Python toolbox☆47May 30, 2025Updated 10 months ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms☆302Oct 2, 2023Updated 2 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
- Modular Python Toolbox for Fairness, Accountability and Transparency Forensics☆78Updated this week
- ☆11Oct 22, 2020Updated 5 years ago
- Generate Diverse Counterfactual Explanations for any machine learning model.☆1,507Jul 13, 2025Updated 9 months ago
- Blind Justice Code for the paper "Blind Justice: Fairness with Encrypted Sensitive Attributes", ICML 2018☆14Mar 20, 2019Updated 7 years ago
- Binary classification algorithm under fairness considerations.☆10Jan 12, 2023Updated 3 years ago
- FairPrep is a design and evaluation framework for fairness-enhancing interventions that treats data as a first-class citizen.☆11Mar 24, 2023Updated 3 years ago
- Python code for training fair logistic regression classifiers.☆191Jan 10, 2022Updated 4 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.
- Material for the practical of the DS3 course on "Representing and comparing probabilities with kernels"☆26Feb 5, 2019Updated 7 years ago
- General fair regression subject to demographic parity constraint. Paper appeared in ICML 2019.☆16Jul 5, 2020Updated 5 years ago
- ☆15Mar 28, 2024Updated 2 years ago
- Helpers for scikit learn☆16Dec 26, 2022Updated 3 years ago
- Network inference by fusing data from diverse distributions☆14Nov 25, 2016Updated 9 years ago
- LOcal Rule-based Exlanations☆53Nov 28, 2023Updated 2 years ago
- How to use automatic polynomial features and neural network mode in VW☆17Jun 21, 2014Updated 11 years ago
- Code for "Trajectory Inspection: A Method for Iterative Clinician-Driven Design of Reinforcement Learning Studies"☆16Oct 15, 2020Updated 5 years ago
- ☆20Aug 26, 2018Updated 7 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.
- My MSc thesis: a grammar induction system☆17Apr 15, 2016Updated 10 years ago
- Code for "Generating Interpretable Counterfactual Explanations By Implicit Minimisation of Epistemic and Aleatoric Uncertainties"☆20May 14, 2021Updated 4 years ago
- Python implementation of state-of-art meta-heuristic and evolutionary optimization algorithms.☆12Jun 29, 2022Updated 3 years ago
- An example of DyNet autobatching for the NIPS "how to code a paper" workshop☆12Dec 9, 2017Updated 8 years ago
- Code and real data for "Counterfactual Temporal Point Processes", NeurIPS 2022☆16Sep 26, 2022Updated 3 years ago
- Fairness toolkit for pytorch, scikit learn and autogluon☆33Nov 12, 2025Updated 5 months ago
- Implementation of "Structured Multi-Hashing for Model Compression" (CVPR 2020)☆12Feb 18, 2021Updated 5 years ago
- Explaining Image Classifiers by Counterfactual Generation☆28Apr 23, 2022Updated 3 years ago
- bayesian lime☆18Aug 3, 2024Updated last year
- 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.
- The Recognizing, Exploring, and Articulating Limitations in Machine Learning research tool (REAL ML) is a set of guided activities to hel…☆52May 6, 2022Updated 3 years ago
- Neural Guided Constraint Logic Programming for Program Synthesis☆93Dec 30, 2018Updated 7 years ago
- The repository includes an ongoing collection of Instagram Posts IDs correlated with the new coronavirus COVID-19.☆11May 3, 2020Updated 5 years ago
- A repo to collect issues with calmcode.io☆16Apr 1, 2020Updated 6 years ago
- Code and datasets for 'Balancing information exposure in social networks'☆10Oct 27, 2016Updated 9 years ago
- Comparing fairness-aware machine learning techniques.☆161Dec 26, 2022Updated 3 years ago
- Layers, datasets and utilities for PyTorch☆10Nov 22, 2023Updated 2 years ago