ikki407 / stacking
Stacked Generalization (Ensemble Learning)
☆222Updated 7 years ago
Alternatives and similar repositories for stacking:
Users that are interested in stacking are comparing it to the libraries listed below
- Library for machine learning stacking generalization.☆117Updated 5 years ago
- My solution to Web Traffic Predictions competition on Kaggle.☆153Updated 6 years ago
- Template for Stacking (Stacked Generalization) Ensemble Method☆37Updated 9 years ago
- 5th place solution for Kaggle competition Favorita Grocery Sales Forecasting☆254Updated 6 years ago
- Features selector based on the self selected-algorithm, loss function and validation method☆673Updated 5 years ago
- Solution to Corporación Favorita Grocery Sales Forecasting Competition☆28Updated 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
- Python binding for Microsoft LightGBM☆341Updated 5 years ago
- This is the official clone for the implementation of the NIPS18 paper Multi-Layered Gradient Boosting Decision Trees (mGBDT) .☆102Updated 6 years ago
- A fast xgboost feature selection algorithm☆218Updated 3 years ago
- 2nd Place Solution for Kaggle Porto Seguro's Safe Driver Prediction☆157Updated 5 years ago
- XGBoost for label-imbalanced data: XGBoost with weighted and focal loss functions☆311Updated 11 months ago
- Comparison of XGBoost, LightGBM and CatBoost on MNIST classification problem☆37Updated 7 years ago
- Simple sklearn based python implementation of Positive-Unlabeled (PU) classification using bagging based ensembles☆90Updated 8 years ago
- Tutorial how to use xgboost☆176Updated 8 years ago
- Examples of how to do feature engineering and Xgboost parameter tuning☆46Updated 8 years ago
- mtgbmcode☆167Updated 2 years ago
- Bayesian Optimization and Grid Search for xgboost/lightgbm☆66Updated 6 years ago
- Python implementation of stacked generalization classifier. Plays nice with sklearn.☆71Updated 8 years ago
- Codes and dashboards for 4th place solution for Kaggle's Home Credit Default Risk competition☆31Updated 6 years ago
- XGBoost Feature Interactions Reshaped☆426Updated 7 years ago
- TalkingData AdTracking Fraud Detection Challenge☆104Updated 6 years ago
- An implementation of the focal loss to be used with LightGBM for binary and multi-class classification problems☆247Updated 5 years ago
- xgboost Extension for Easy Ranking & TreeFeature☆124Updated 5 years ago
- Creating a better validation set when test examples differ from training examples☆100Updated 8 years ago
- kaggle:Two Sigma Connect: Rental Listing Inquiries--top1☆128Updated 4 years ago
- Python package for stacking (machine learning technique)☆689Updated 5 months ago
- SIGKDD'2019: DeepGBM: A Deep Learning Framework Distilled by GBDT for Online Prediction Tasks☆648Updated 5 months ago
- Python-based implementations of algorithms for learning on imbalanced data.☆234Updated 2 years ago
- ⛔️ DEPRECATED brew: Python Ensemble Learning API☆301Updated 6 years ago