fukatani / stacked_generalization
Library for machine learning stacking generalization.
☆117Updated 5 years ago
Related projects: ⓘ
- Python implementation of stacked generalization classifier. Plays nice with sklearn.☆71Updated 8 years ago
- An implementation of Caruana et al's Ensemble Selection algorithm in Python, based on scikit-learn☆150Updated 3 years ago
- Hodor AutoML: Brute-Bandit fast good-enough solutions to a wide range of machine learning problems.☆83Updated 9 years ago
- Scikit-learn API toy wrapper for Regularized Greedy Forests☆44Updated 8 years ago
- Just some of my kaggle scripts☆89Updated 9 years ago
- Creating a better validation set when test examples differ from training examples☆99Updated 8 years ago
- Gradient Boosting powered by GPU(NVIDIA CUDA)☆64Updated 4 years ago
- Bayesian Optimization using xgboost and sklearn API☆224Updated 8 years ago
- 2nd place solution for Allstate Claims Severity competition at Kaggle☆128Updated 7 years ago
- Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one…☆373Updated 2 years ago
- XGBoost Feature Interactions Reshaped☆423Updated 6 years ago
- A library for factorization machines and polynomial networks for classification and regression in Python.☆245Updated 4 years ago
- Demonstration of the effect of synthetic features on linear models☆79Updated 11 years ago
- The 3rd place solution for Santander Customer Satisfaction competition☆122Updated 8 years ago
- 2nd Place Solution for Kaggle Porto Seguro's Safe Driver Prediction☆156Updated 5 years ago
- A Python wrapper for LibFFM☆120Updated 5 years ago
- ☆77Updated 7 years ago
- Discretization with Fayyad and Irani's minimum description length principle criterion (MDLPC)☆60Updated 6 years ago
- ☆54Updated 7 years ago
- A package for parallelizing the fit and flexibly scoring of sklearn machine learning models, with visualization routines.☆198Updated 7 months ago
- Kaggle 'Search Results Relevance' 2nd place solution☆79Updated 9 years ago
- InfiniteBoost: building infinite ensembles with gradient descent☆184Updated 6 years ago
- This notebook shows how to implement LibFM in Keras and how it was used in the Talking Data competition on Kaggle.☆188Updated 6 years ago
- Some experiments into explaining complex black box ensemble predictions.☆73Updated 4 years ago
- Factorization Machine for regression and classification☆98Updated 7 years ago
- ☆108Updated 7 years ago
- Extension of the awesome XGBoost to linear models at the leaves☆77Updated 5 years ago
- Feature-Time Instability Metric☆42Updated 8 years ago
- Kaggle 8th place solution☆106Updated 11 months ago
- ☆46Updated 7 years ago