Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About
Search results for python counterfactual explanations
counterfactual-explanations
x
python
x
14 search results found
Optbinning
⭐
396
Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.
Carla
⭐
216
CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
Tsinterpret
⭐
83
An Open-Source Library for the interpretability of time series classifiers
Causation Incomputervision
⭐
56
The repository contains lists of papers on causality and how relevant techniques are being used to further enhance deep learning era computer vision solutions.
Ceml
⭐
35
CEML - Counterfactuals for Explaining Machine Learning models - A Python toolbox
Clue
⭐
31
Code for the paper "Getting a CLUE: A Method for Explaining Uncertainty Estimates"
Debug Mistakes Cce
⭐
29
Meaningfully debugging model mistakes with conceptual counterfactual explanations. ICML 2022
Mace
⭐
29
Model Agnostic Counterfactual Explanations
Recourse
⭐
12
Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831
Meg
⭐
12
Molecular Explanation Generator
Dime
⭐
9
Official Code for the ACCV 2022 paper Diffusion Models for Counterfactual Explanations
Syn Interventions Algorithmic Recourse
⭐
7
Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis.
Counterfactual Explanation Based On Gradual Construction For Deep Networks
⭐
6
Counterfactual Explanation Based on Gradual Construction for Deep Networks Pytorch
Gcfexplainer
⭐
6
Global Counterfactual Explainer for Graph Neural Networks
Related Searches
Python Deep Learning (17,868)
Python Dataset (14,792)
Python Machine Learning (14,099)
Python Tensorflow (13,736)
Python Jupyter Notebook (12,976)
Python Artificial Intelligence (8,580)
Python Pytorch (7,877)
Python Paper (6,577)
Python Bash (3,788)
Python Computer Vision (3,769)
1-14 of 14 search results
Privacy
|
About
|
Terms
|
Follow Us On Twitter
Copyright 2018-2024 Awesome Open Source. All rights reserved.