marcotcr / anchorLinks
Code for "High-Precision Model-Agnostic Explanations" paper
☆805Updated 3 years ago
Alternatives and similar repositories for anchor
Users that are interested in anchor are comparing it to the libraries listed below
Sorting:
- ☆915Updated 2 years ago
- python partial dependence plot toolbox☆860Updated 10 months ago
- H2O.ai Machine Learning Interpretability Resources☆489Updated 4 years ago
- ☆759Updated 2 years ago
- Python implementation of the rulefit algorithm☆423Updated last year
- machine learning with logical rules in Python☆643Updated last year
- Generate Diverse Counterfactual Explanations for any machine learning model.☆1,429Updated 2 weeks ago
- Code for all experiments.☆318Updated 4 years ago
- Tuning hyperparams fast with Hyperband☆594Updated 6 years ago
- Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, …☆681Updated last year
- ML-Ensemble – high performance ensemble learning☆857Updated last year
- Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world d…☆433Updated 5 months ago
- Interesting resources related to XAI (Explainable Artificial Intelligence)☆837Updated 3 years ago
- Interpretability and explainability of data and machine learning models☆1,713Updated 5 months ago
- Bias Auditing & Fair ML Toolkit☆727Updated 2 months ago
- ☆365Updated 4 years ago
- A unified framework of perturbation and gradient-based attribution methods for Deep Neural Networks interpretability. DeepExplain also in…☆754Updated 4 years ago
- Python package for stacking (machine learning technique)☆693Updated 11 months ago
- apricot implements submodular optimization for the purpose of selecting subsets of massive data sets to train machine learning models qui…☆512Updated last month
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,771Updated 3 months ago
- A machine learning package for streaming data in Python. The other ancestor of River.☆780Updated last year
- XAI - An eXplainability toolbox for machine learning☆1,194Updated 3 years ago
- Algorithms for explaining machine learning models☆2,540Updated last month
- A Python library for dynamic classifier and ensemble selection☆490Updated last year
- A scikit-learn based module for multi-label et. al. classification☆941Updated last year
- Code for the TCAV ML interpretability project☆643Updated last month
- [HELP REQUESTED] Generalized Additive Models in Python☆910Updated this week
- A library that implements fairness-aware machine learning algorithms☆126Updated 4 years ago
- Attributing predictions made by the Inception network using the Integrated Gradients method☆631Updated 3 years ago
- LOcal Rule-based Exlanations☆51Updated last year