SeanPLeary / shapley-values-h2o-exampleLinks
Shapley Values with H2O AutoML Example (ML Interpretability)
☆19Updated 6 years ago
Alternatives and similar repositories for shapley-values-h2o-example
Users that are interested in shapley-values-h2o-example are comparing it to the libraries listed below
Sorting:
- Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)☆83Updated last year
- ☆29Updated 4 years ago
- Predict whether a student will correctly answer a problem based on past performance using automated feature engineering☆32Updated 4 years ago
- Documentation for the DALEX project☆36Updated last year
- Pre-Modelling Analysis of the data, by doing various exploratory data analysis and Statistical Test.☆51Updated last year
- Surrogate Assisted Feature Extraction☆37Updated 3 years ago
- Flexible tool for bias detection, visualization, and mitigation☆86Updated 6 months ago
- ☆14Updated 4 months ago
- How to use SHAP values for better cluster analysis☆59Updated 3 years ago
- R package for tracking Covid19 cases in San Francisco☆12Updated 2 years ago
- GBM intro talk (with R and Python code)☆17Updated 4 years ago
- ☆37Updated 3 months ago
- Python package to visualize and cluster partial dependence.☆28Updated 3 years ago
- A R/Shiny application for learning, reasoning, inference, validation, visualization and web-deployment of Bayesian Network Models☆9Updated 3 years ago
- Data Scientist code test☆19Updated 5 years ago
- Showcase for using H2O and R for churn prediction (inspired by ZhouFang928 examples)☆58Updated 7 years ago
- Generate PMML for various machine learning and statistical models.☆21Updated 3 years ago
- Reticulate wrapper for hyperopt☆11Updated 5 years ago
- Forecasting with H2O AutoML. Use the H2O Automatic Machine Learning algorithm as a backend for Modeltime Time Series Forecasting.☆44Updated last year
- Survival Analysis with non-parametric, semi-parametric, and parametric models☆39Updated 7 years ago
- Showcase for using H2O and R for scoring for marketing campaign in retail☆54Updated 6 years ago
- Structure mining for xgboost model☆26Updated 4 years ago
- Extensions for the DALEX package☆67Updated 11 months ago
- Variable importance via oscillations☆14Updated 4 years ago
- Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.☆22Updated 5 years ago
- R package to tune parameters for machine learning(Support Vector Machine, Random Forest, and Xgboost), using bayesian optimization with g…☆48Updated 5 years ago
- A Python package with explanation methods for extraction of feature interactions from predictive models☆30Updated last year
- XAI Stories. Case studies for eXplainable Artificial Intelligence☆29Updated 4 years ago
- stray {Search and TRace AnomalY}. Full paper is available from https://arxiv.org/pdf/1908.04000.pdf☆58Updated last year
- A Credit Risk Scoring Modeling and Validation Package☆67Updated 6 years ago