gameofdimension / xgboost_explainer
A tool for analyzing feature importance of xgboost model. idea came from R version xgboostExplainer
☆42Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for xgboost_explainer
- NOTE: skutil is now deprecated. See its sister project: https://github.com/tgsmith61591/skoot. Original description: A set of scikit-lear…☆30Updated 6 years ago
- Scikit-learn API toy wrapper for Regularized Greedy Forests☆44Updated 8 years ago
- scikit-learn-compatible estimators from Civis Analytics☆59Updated 3 years ago
- ☆59Updated 5 years ago
- Examples of implementations of WTTE-RNN☆33Updated 6 years ago
- Sky Cast: A Comparison of Modern Techniques for Forecasting Time Series☆67Updated 6 years ago
- Bayesian Optimization using xgboost and sklearn API☆224Updated 8 years ago
- Personal project to compare hierarchical linear regression in PyMC3 and PyStan, as presented at http://pydata.org/london2016/schedule/pre…☆128Updated 8 years ago
- Repo for the ML_Insights python package☆148Updated last year
- ☆30Updated 7 years ago
- Library for machine learning stacking generalization.☆117Updated 5 years ago
- Hierarchical Time Series Forecasting using Prophet☆143Updated 3 years ago
- ☆80Updated 8 years ago
- [DEPRECATED] An innovative technique that constructs an ensemble of decision trees and converts this ensemble into a single, interpretab…☆79Updated 3 years ago
- Doing Bayesian statistics in Python!☆66Updated 6 years ago
- ⬛ Python Individual Conditional Expectation Plot Toolbox☆165Updated 4 years ago
- Python package for Bayesian Tests / AB Testing☆40Updated 4 years ago
- Simplified tree-based classifier and regressor for interpretable machine learning (scikit-learn compatible)☆47Updated 3 years ago
- high level wrapper for parallel univariate time series forecasting☆17Updated 6 years ago
- ☆13Updated 8 years ago
- SigOpt wrappers for scikit-learn methods☆75Updated last year
- my public kaggle code☆79Updated 11 years ago
- Unwrapping decision trees and random forests to make them less of a black box☆62Updated 7 years ago
- bayesian bootstrapping in python☆121Updated 2 years ago
- Embed categorical variables via neural networks.☆59Updated last year
- Containing codes of participation in Kaggle competitions.☆37Updated 8 years ago
- A Tour of Time Series Analysis☆23Updated 8 years ago
- Some work on Kaggle data for fun☆64Updated 7 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