ModelOriented / xai2shiny
Create Shiny application with model exploration from explainers
☆18Updated 4 years ago
Alternatives and similar repositories for xai2shiny:
Users that are interested in xai2shiny are comparing it to the libraries listed below
- Effects and Importances of Model Ingredients☆37Updated 2 years ago
- Visualize correlations between variables☆13Updated 4 years ago
- Model verification, validation, and error analysis☆58Updated last year
- An R wrapper of SHAP python library☆59Updated last year
- recommendations for creating R modeling packages☆41Updated 3 years ago
- eXtreme RuleFit (sparse linear models on XGBoost ensembles)☆43Updated 2 years ago
- Data generator for Arena - interactive XAI dashboard☆31Updated 4 years ago
- Extensions for the DALEX package☆67Updated 7 months ago
- ☆38Updated 4 years ago
- Structure mining for xgboost model☆26Updated 4 years ago
- Workshop: Explanation and exploration of machine learning models with R and DALEX at eRum 2020☆52Updated 3 years ago
- Forecasting with H2O AutoML. Use the H2O Automatic Machine Learning algorithm as a backend for Modeltime Time Series Forecasting.☆43Updated last year
- ☆20Updated 3 years ago
- CRAN Task View: Model Deployment with R☆20Updated 2 years ago
- Create and evaluate models using 'tidymodels' and 'h2o'☆22Updated 9 months ago
- Surrogate Assisted Feature Extraction in R☆28Updated 2 years ago
- ☆22Updated 5 years ago
- Quantify extrapolation of new samples given a training set☆47Updated 10 months ago
- A high-level interface to keras for R that takes advantage of formulas☆51Updated 5 years ago
- Tidyverse activity dashboard☆73Updated 2 years ago
- Variable importance via oscillations☆14Updated 4 years ago
- Explain black box with GLM☆23Updated 5 years ago
- https://tmastny.github.io/leadr/☆26Updated 6 years ago
- Demo of a Reticulated Shiny App, using NREL's FASTSim model to compare vehicle MPGs for a user defined trip.☆61Updated 2 years ago
- TensorFlow with R☆46Updated 3 years ago
- experimental machine learning container☆50Updated last week
- Additional functions for model tuning☆62Updated 4 months ago
- Create a collection of modeling workflows☆94Updated 5 months ago
- Enables data scientists to compose pipelines of analysis which consist of data manipulation, exploratory analysis & reporting, as well as…☆28Updated 4 years ago
- Case studies using mlr3☆21Updated 2 years ago