lantanacamara / lightgbmExplainerLinks
An R package that makes lightgbm models fully interpretable (take reference from https://github.com/AppliedDataSciencePartners/xgboostExplainer)
☆23Updated 6 years ago
Alternatives and similar repositories for lightgbmExplainer
Users that are interested in lightgbmExplainer are comparing it to the libraries listed below
Sorting:
- Structure mining for xgboost model☆26Updated 4 years ago
- Composable Preprocessing Operators for MLR☆37Updated 6 months ago
- LightGBM Online Installer [ devtools::install_github("Laurae2/lgbdl") ]☆16Updated 7 years ago
- Package for a nice and smoothe usage of the shapley value for mlr☆26Updated 6 years ago
- Explain black box with GLM☆23Updated 6 years ago
- Gower's distance for R☆30Updated 7 months ago
- C++ implementation and R API for componentwise boosting☆23Updated 2 years ago
- ☆38Updated 9 years ago
- R interface to Vowpal Wabbit☆23Updated 6 years ago
- Package that implements several techniques to re-balance or remove noisy instances in unbalanced datasets.☆32Updated 3 years ago
- Additional functions for the SuperLearner R package. A collection of mostly wrapper functions that might be useful for the SuperLearner b…☆20Updated last year
- CRAN Task View: Model Deployment with R☆20Updated 3 years ago
- subsemble R package for ensemble learning on subsets of data☆43Updated 3 years ago
- R wrapper for MLJAR API☆16Updated 6 years ago
- Convert trained XGBoost model object in R to SQL script☆24Updated 2 weeks ago
- R interface to TensorFlow Datasets API☆34Updated 4 months ago
- R package with functions as described in thats-so-random.com☆13Updated 5 years ago
- Data preparation for data science projects.☆32Updated 3 months ago
- Encode Categorical Features (unmaintained)☆32Updated 3 years ago
- Local Interpretable (Model-agnostic) Visual Explanations - model visualization for regression problems and tabular data based on LIME met…☆35Updated 6 years ago
- Model verification, validation, and error analysis☆59Updated last year
- Comprehensive Cross-Validation Engine☆27Updated 3 years ago
- Showcase for using R + MXNET along with AWS and bitfusion for deep learning.☆19Updated 7 years ago
- R package to tune parameters for machine learning(Support Vector Machine, Random Forest, and Xgboost), using bayesian optimization with g…☆48Updated 6 years ago
- Implement the rquery piped query algebra in R using data.table. Distributed under choice of GPL-2 or GPL-3 license.☆38Updated 2 years ago
- A Minimalistic Framework for Creating, Managing and Training Multiple Caret Models☆22Updated last year
- A high-level interface to keras for R that takes advantage of formulas☆50Updated 6 years ago
- The mlr package online tutorial☆20Updated 7 years ago
- R Interface for GraphFrames☆37Updated 4 years ago
- Tutorial on text-mining and distributional semantics with {tm}, {openNLP}, and {topicmodels} in R. Based on my BelgradeR Meetup - Methods…☆20Updated 8 years ago