yubin-park / bonsai-dt
Programmable Decision Tree Framework
☆34Updated 5 years ago
Alternatives and similar repositories for bonsai-dt:
Users that are interested in bonsai-dt are comparing it to the libraries listed below
- ☆98Updated 6 years ago
- Extension of the awesome XGBoost to linear models at the leaves☆78Updated 5 years ago
- a feature engineering wrapper for sklearn☆51Updated 4 years ago
- Implementation of linear CorEx and temporal CorEx.☆37Updated 3 years ago
- Experimental Gradient Boosting Machines in Python with numba.☆184Updated 6 years ago
- Scikit-learn compatible implementations of the Random Rotation Ensemble idea of (Blaser & Fryzlewicz, 2016)☆43Updated 8 years ago
- A scikit-learn compatible implementation of hyperband☆76Updated 5 years ago
- A sklearn-compatible Python implementation of Multifactor Dimensionality Reduction (MDR) for feature construction.☆125Updated last year
- scikit-learn gradient-boosting-model interactions☆25Updated last year
- Data and code related to the paper "Probabilistic matrix factorization for automated machine learning", NIPS, 2018.☆39Updated 3 years ago
- Python software for selective inference☆51Updated last year
- Universal 1d/2d data containers with Transformers functionality for data analysis.☆26Updated 2 years ago
- Temporally-reweighted Chinese restaurant process mixture models for multivariate time series☆38Updated 11 months ago
- ☆21Updated 5 years ago
- This is a set of utilities and formats that illustrate how one could begin to perform operations on causal graphs and sample over these g…☆26Updated 9 years ago
- Minimum description length principle algorithm in Python, for optimal binning of continuous variables☆59Updated last year
- [DEPRECATED] An innovative technique that constructs an ensemble of decision trees and converts this ensemble into a single, interpretab…☆79Updated 4 years ago
- Implementation of the conjugate prior table for Bayesian Statistics☆52Updated 6 months ago
- Transforms univariate data into normally distributed data☆75Updated 2 years ago
- Simplified tree-based classifier and regressor for interpretable machine learning (scikit-learn compatible)☆47Updated 4 years ago
- A library of information-theoretic methods for data analysis and machine learning, implemented in Python and NumPy.☆92Updated last year
- Using / reproducing DAC from the paper "Disentangled Attribution Curves for Interpreting Random Forests and Boosted Trees"☆27Updated 4 years ago
- A package for data science practitioners. This library implements a number of helpful, common data transformations with a scikit-learn fr…☆57Updated 3 years ago
- Contrastive Explanation (Foil Trees), developed at TNO/Utrecht University☆45Updated 2 years ago
- Python implementations of kNN imputation☆31Updated 7 years ago
- Python implementation of Mazumder and Hastie's softImpute for matrix completion☆46Updated 9 years ago
- Python Interface of the Scalable Bayesian Rule Lists☆19Updated 5 years ago
- ☆12Updated 7 years ago
- convert a lot of zeros and ones to fewer real numbers☆23Updated 10 years ago
- Bayesian or-of-and☆34Updated 2 years ago