tmadl / sklearn-random-rotation-ensembles
Scikit-learn compatible implementations of the Random Rotation Ensemble idea of (Blaser & Fryzlewicz, 2016)
☆43Updated 8 years ago
Related projects ⓘ
Alternatives and complementary repositories for sklearn-random-rotation-ensembles
- Simplified tree-based classifier and regressor for interpretable machine learning (scikit-learn compatible)☆47Updated 3 years ago
- Scikit-learn API toy wrapper for Regularized Greedy Forests☆44Updated 8 years ago
- Exponential family embeddings (Poisson or Bernoulli) for discrete data☆32Updated 5 years ago
- Analysis of Categorical Encodings for dense Decision Trees☆41Updated 7 years ago
- a feature engineering wrapper for sklearn☆51Updated 4 years ago
- Bayesian Logistic Regression using Laplace approximations to the posterior.☆47Updated 7 years ago
- Sklearn implementation of GBM to predict mu(X) and std(X) on heteroscedastic data☆27Updated 8 years ago
- InfiniteBoost: building infinite ensembles with gradient descent☆184Updated 6 years ago
- Starter kit for getting started in the NIPS 2017 Criteo Ad Placement Challenge☆19Updated 7 years ago
- ☆27Updated 6 years ago
- Adaptative Hybrid Extreme Rotation Forest (AdaHERF)☆34Updated 8 years ago
- Fast, accurate, lightweight, multi-core ML in Python, leveraging Vowpal Wabbit☆21Updated 6 years ago
- Some experiments into explaining complex black box ensemble predictions.☆73Updated 4 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
- Boosting and ensemble learning in Python.☆54Updated 9 years ago
- Embed categorical variables via neural networks.☆59Updated last year
- Collection of scripts for doing common transformations in machine learning☆21Updated 11 years ago
- a supplemental library for machine learning that incorporates various conveniences and functionalities either missing or not presently co…☆9Updated 7 years ago
- ☆97Updated 6 years ago
- A stacked generalization framework. Built on top of scikit learn☆57Updated last year
- ☆42Updated 6 years ago
- Active learning for Big Data☆25Updated 6 years ago
- 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
- Collaborative filtering with the GP-LVM☆25Updated 9 years ago
- Bayesian dessert for Lasagne☆84Updated 7 years ago
- Python implementation of R package breakDown☆41Updated last year
- Extension of the awesome XGBoost to linear models at the leaves☆77Updated 5 years ago
- Mirror of the scripts for Dwork et al's paper on holdout reuse☆38Updated 9 years ago
- An implementation of Caruana et al's Ensemble Selection algorithm in Python, based on scikit-learn☆150Updated 3 years ago
- Sparse Beta-Divergence Tensor Factorization Library☆47Updated 9 years ago