gameofdimension / xgboost_explainer
A tool for analyzing feature importance of xgboost model. idea came from R version xgboostExplainer
☆42Updated 7 years ago
Alternatives and similar repositories for xgboost_explainer:
Users that are interested in xgboost_explainer are comparing it to the libraries listed below
- NOTE: skutil is now deprecated. See its sister project: https://github.com/tgsmith61591/skoot. Original description: A set of scikit-lear…☆31Updated 7 years ago
- ☆60Updated 6 years ago
- Python implementation of stacked generalization classifier. Plays nice with sklearn.☆71Updated 8 years ago
- Hierarchical Time Series Forecasting using Prophet☆144Updated 4 years ago
- Scikit-learn API toy wrapper for Regularized Greedy Forests☆44Updated 9 years ago
- Library for machine learning stacking generalization.☆117Updated 6 years ago
- scikit-learn-compatible estimators from Civis Analytics☆59Updated 3 years ago
- ☆30Updated 7 years ago
- Repo for the ML_Insights python package☆150Updated 3 weeks ago
- Bayesian Optimization using xgboost and sklearn API☆226Updated 9 years ago
- Creating a better validation set when test examples differ from training examples☆101Updated 8 years ago
- bayesian bootstrapping in python☆121Updated 3 years ago
- Some work on Kaggle data for fun☆64Updated 7 years ago
- [DEPRECATED] An innovative technique that constructs an ensemble of decision trees and converts this ensemble into a single, interpretab…☆80Updated 4 years ago
- A sklearn-compatible Python implementation of Multifactor Dimensionality Reduction (MDR) for feature construction.☆125Updated last year
- Examples of implementations of WTTE-RNN☆32Updated 6 years ago
- Embed categorical variables via neural networks.☆59Updated 2 years ago
- Time Series Forecasting Framework☆41Updated 2 years ago
- A Python implementation of the Stochastic Outlier Selection algorithm☆92Updated last year
- ☆80Updated 8 years ago
- Common data science and data engineering utilities to help us perform analytics. Our toolbox for data scientists, licensed under Apache-2…☆30Updated 6 years ago
- Stochastic Dummy Boosting☆25Updated 9 years ago
- Pydata Dallas 2015 Scikit-Learn Tutorial☆62Updated 10 years ago
- A stacked generalization framework. Built on top of scikit learn☆57Updated 2 years ago
- An implementation of the minimum description length principal expert binning algorithm by Usama Fayyad☆105Updated last year
- A helper library for data science pipeline☆36Updated 6 years ago
- high level wrapper for parallel univariate time series forecasting☆17Updated 6 years ago
- An extension of CatBoost to probabilistic modelling☆142Updated last year
- How to predict credit defaulting?☆93Updated 5 years ago
- Simplified tree-based classifier and regressor for interpretable machine learning (scikit-learn compatible)☆47Updated 4 years ago