Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831
☆38Dec 27, 2022Updated 3 years ago
Alternatives and similar repositories for recourse
Users that are interested in 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☆92Sep 30, 2022Updated 3 years ago
- Generate robust counterfactual explanations for machine learning models☆19Jun 8, 2023Updated 3 years ago
- Algorithms for generating synthetic data☆17Jun 18, 2024Updated 2 years ago
- python tools to check recourse in linear classification☆77Jan 8, 2021Updated 5 years ago
- Source code for my PhD thesis: Backpropagation Beyond the Gradient☆21Feb 25, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code for "Challenges of Using Text Classifiers for Causal Inference," at EMNLP '18☆23Sep 23, 2020Updated 5 years ago
- CEML - Counterfactuals for Explaining Machine Learning models - A Python toolbox☆47Jul 17, 2026Updated last month
- Code and data for decision making under strategic behavior, NeurIPS 2020 & Management Science 2024.☆29Feb 28, 2024Updated 2 years ago
- ☆55Jul 23, 2024Updated 2 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
- CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms☆304Oct 2, 2023Updated 2 years ago
- Code for "Generating Interpretable Counterfactual Explanations By Implicit Minimisation of Epistemic and Aleatoric Uncertainties"☆20May 14, 2021Updated 5 years ago
- Tools for robustness evaluation in interpretability methods☆10Jun 25, 2021Updated 5 years ago
- This repository provides an implementation of DeCaFlow, designed for ease of integration and usability. The codebase is clean, concise, a…☆28Apr 6, 2026Updated 4 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Material for the practical of the DS3 course on "Representing and comparing probabilities with kernels"☆26Feb 5, 2019Updated 7 years ago
- repository for Causal&NLP reading group☆11Jan 30, 2026Updated 7 months ago
- ☆11Nov 11, 2016Updated 9 years ago
- Code for An Inductive Bias for Distances: Neural Nets that Respect the Triangle Inequality (ICLR 2020)☆11Mar 24, 2023Updated 3 years ago
- Code for "Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models" (ICML 2019)☆48Sep 28, 2020Updated 5 years ago
- Code Repository for "A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models".☆15Oct 14, 2022Updated 3 years ago
- Code for "Generative causal explanations of black-box classifiers"☆36Jan 15, 2021Updated 5 years ago
- Towards Visual Explanations for Convolutional Neural Networks via Input Resampling☆13Aug 16, 2017Updated 9 years ago
- python app for doing personalized causal medicine using the methods invented by Judea Pearl et al.☆25Feb 13, 2023Updated 3 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.
- Code for "Counterfactual Fairness" (NIPS2017)☆56Jul 18, 2018Updated 8 years ago
- Codes for reproducing the contrastive explanation in “Explanations based on the Missing: Towards Contrastive Explanations with Pertinent…☆54Jul 4, 2018Updated 8 years ago
- [ICML24] Official Implementation of "ETHER: Efficient Finetuning of Large-Scale Models with Hyperplane Reflections"☆18May 31, 2024Updated 2 years ago
- Code Repository for SCM-VAE (IEEE Big Data)☆14Nov 8, 2022Updated 3 years ago
- Repo reproducing experimental results in "Addressing the Topological Defects of Disentanglement"☆24Jul 15, 2022Updated 4 years ago
- ☆13Dec 7, 2022Updated 3 years ago
- Some notes on Causal Inference, with examples in python☆157Feb 24, 2020Updated 6 years ago
- Code for our ICML '19 oral paper: Neural Network Attributions: A Causal Perspective.☆51Nov 20, 2021Updated 4 years ago
- A collection of algorithms of counterfactual explanations.☆52Mar 22, 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.
- McOpt is an algorithm that can efficiently solve multicommodity routing problems on networks☆15May 18, 2023Updated 3 years ago
- Causal Modeling with Stationary Diffusions, AISTATS 2024☆22Mar 3, 2025Updated last year
- ☆20May 6, 2019Updated 7 years ago
- Efficient and readable change point detection package implemented in Python. (Singular Spectrum Transformation - SST, IKA-SST, ulSIF, RuL…☆35Jun 19, 2026Updated 2 months ago
- The CausalPlayground library serves as a tool for causality research, focusing on the interactive exploration of structural causal models…☆18Jun 5, 2024Updated 2 years ago
- ☆15Jun 18, 2023Updated 3 years ago
- Self-Explaining Neural Networks☆46Feb 1, 2020Updated 6 years ago