RGF-team / rgf
Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one written in C++, along with various language-specific wrappers.
☆378Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for rgf
- XGBoost Feature Interactions Reshaped☆426Updated 7 years ago
- A library for factorization machines and polynomial networks for classification and regression in Python.☆245Updated 4 years ago
- A Tiny, Pure Python implementation of Gradient Boosted Trees.☆253Updated 4 years ago
- XGBoost Feature Interactions & Importance☆496Updated 7 years ago
- Library for machine learning stacking generalization.☆117Updated 5 years ago
- Gradient Boosting With Piece-Wise Linear Trees☆150Updated 7 months ago
- A set of useful tools for competitive data science.☆552Updated last year
- ☆286Updated 2 years ago
- Bayesian Optimization using xgboost and sklearn API☆224Updated 8 years ago
- Python package for stacking (machine learning technique)☆686Updated 3 months ago
- scikit-learn compatible implementation of stability selection.☆210Updated last year
- A fast xgboost feature selection algorithm☆219Updated 3 years ago
- ☆382Updated 7 years ago
- Experimental Gradient Boosting Machines in Python with numba.☆183Updated 5 years ago
- A package for parallelizing the fit and flexibly scoring of sklearn machine learning models, with visualization routines.☆198Updated 9 months ago
- ML-Ensemble – high performance ensemble learning☆848Updated last year
- A python module of handy tools and functions, mainly for ML and Kaggle☆333Updated 3 years ago
- Python binding for Microsoft LightGBM☆340Updated 5 years ago
- Comparison tools☆169Updated 5 months ago
- A simple, extensible library for developing AutoML systems☆173Updated last year
- ⛔️ DEPRECATED brew: Python Ensemble Learning API☆301Updated 6 years ago
- Python library for distributed AI processing pipelines, using swappable scheduler backends.☆414Updated 2 years ago
- scikit-learn compatible projects☆408Updated 2 years ago
- Tuning hyperparams fast with Hyperband☆593Updated 6 years ago
- Personal data science and machine learning toolbox☆363Updated 4 years ago
- Python implementation of the rulefit algorithm☆411Updated last year
- Universal model exchange and serialization format for decision tree forests☆738Updated 2 weeks ago
- Multi-core implementation of Regularized Greedy Forest☆465Updated 6 years ago
- This notebook shows how to implement LibFM in Keras and how it was used in the Talking Data competition on Kaggle.☆189Updated 6 years ago
- optimization routines for hyperparameter tuning☆416Updated 11 months ago