h2oai / mli-resources
H2O.ai Machine Learning Interpretability Resources
☆488Updated 4 years ago
Alternatives and similar repositories for mli-resources:
Users that are interested in mli-resources are comparing it to the libraries listed below
- Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, …☆674Updated 9 months ago
- ☆913Updated 2 years ago
- Code for "High-Precision Model-Agnostic Explanations" paper☆799Updated 2 years ago
- Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world d…☆426Updated last month
- python partial dependence plot toolbox☆852Updated 6 months ago
- Interesting resources related to XAI (Explainable Artificial Intelligence)☆824Updated 2 years ago
- ☆363Updated 3 years ago
- XAI - An eXplainability toolbox for machine learning☆1,158Updated 3 years ago
- All about explainable AI, algorithmic fairness and more☆107Updated last year
- machine learning with logical rules in Python☆630Updated last year
- Data Analysis Baseline Library☆726Updated 3 months ago
- Materials for GWU DNSC 6279 and DNSC 6290.☆236Updated 9 months ago
- ML-Ensemble – high performance ensemble learning☆852Updated last year
- ☆756Updated last year
- moDel Agnostic Language for Exploration and eXplanation☆1,414Updated last month
- Python implementation of the rulefit algorithm☆418Updated last year
- Bias Auditing & Fair ML Toolkit☆709Updated 6 months ago
- Resources for Data Science Process management☆204Updated 5 years ago
- A simple, extensible library for developing AutoML systems☆173Updated last year
- DrWhy is the collection of tools for eXplainable AI (XAI). It's based on shared principles and simple grammar for exploration, explanatio…☆689Updated 2 years ago
- ☆102Updated last year
- Interpretability and explainability of data and machine learning models☆1,671Updated 3 weeks ago
- Interpretability Techniques to Build Robust AI Applications☆39Updated 5 years ago
- Generate Diverse Counterfactual Explanations for any machine learning model.☆1,388Updated 4 months ago
- ⬛ Python Individual Conditional Expectation Plot Toolbox☆165Updated 4 years ago
- A Python library for dynamic classifier and ensemble selection☆484Updated 11 months ago
- WTTE-RNN a framework for churn and time to event prediction☆771Updated 4 years ago
- A library that implements fairness-aware machine learning algorithms☆125Updated 4 years ago
- Tuning hyperparams fast with Hyperband☆593Updated 6 years ago
- Code to compute permutation and drop-column importances in Python scikit-learn models☆608Updated 5 months ago