├── .gitattributes ├── .gitignore ├── README.md ├── requirements.txt ├── samples ├── _w2_method2.csv ├── _w2_method3.csv ├── _w3_method1.csv ├── kaggle_avg.csv ├── kaggle_geomean.csv ├── kaggle_rankavg.csv ├── kaggle_vote.csv ├── kaggle_vote_weighted.csv ├── method1.csv ├── method2.csv └── method3.csv └── src ├── blend_proba.py ├── correlations.py ├── kaggle_avg.py ├── kaggle_geomean.py ├── kaggle_rankavg.py └── kaggle_vote.py /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLWave/Kaggle-Ensemble-Guide/HEAD/.gitattributes -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLWave/Kaggle-Ensemble-Guide/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLWave/Kaggle-Ensemble-Guide/HEAD/README.md -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | pandas 2 | sklearn 3 | numpy 4 | scipy -------------------------------------------------------------------------------- /samples/_w2_method2.csv: -------------------------------------------------------------------------------- 1 | ImageId,Label 2 | 1,3 3 | 4,2 4 | 3,6 5 | 5,3 6 | 2,0 7 | -------------------------------------------------------------------------------- /samples/_w2_method3.csv: -------------------------------------------------------------------------------- 1 | ImageId,Label 2 | 1,2 3 | 3,9 4 | 2,0 5 | 5,3 6 | 4,2 7 | -------------------------------------------------------------------------------- /samples/_w3_method1.csv: -------------------------------------------------------------------------------- 1 | ImageId,Label 2 | 5,3 3 | 2,0 4 | 3,5 5 | 4,9 6 | 1,1 7 | -------------------------------------------------------------------------------- /samples/kaggle_avg.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLWave/Kaggle-Ensemble-Guide/HEAD/samples/kaggle_avg.csv -------------------------------------------------------------------------------- /samples/kaggle_geomean.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLWave/Kaggle-Ensemble-Guide/HEAD/samples/kaggle_geomean.csv -------------------------------------------------------------------------------- /samples/kaggle_rankavg.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLWave/Kaggle-Ensemble-Guide/HEAD/samples/kaggle_rankavg.csv -------------------------------------------------------------------------------- /samples/kaggle_vote.csv: -------------------------------------------------------------------------------- 1 | ImageId,Label 2 | 1,2 3 | 2,0 4 | 3,9 5 | 4,2 6 | 5,3 7 | -------------------------------------------------------------------------------- /samples/kaggle_vote_weighted.csv: -------------------------------------------------------------------------------- 1 | ImageId,Label 2 | 1,1 3 | 2,0 4 | 3,5 5 | 4,2 6 | 5,3 7 | -------------------------------------------------------------------------------- /samples/method1.csv: -------------------------------------------------------------------------------- 1 | ImageId,Label 2 | 5,3 3 | 2,0 4 | 3,9 5 | 4,9 6 | 1,1 7 | -------------------------------------------------------------------------------- /samples/method2.csv: -------------------------------------------------------------------------------- 1 | ImageId,Label 2 | 1,2 3 | 4,2 4 | 3,6 5 | 5,3 6 | 2,0 7 | -------------------------------------------------------------------------------- /samples/method3.csv: -------------------------------------------------------------------------------- 1 | ImageId,Label 2 | 1,2 3 | 3,9 4 | 2,0 5 | 5,3 6 | 4,2 7 | -------------------------------------------------------------------------------- /src/blend_proba.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLWave/Kaggle-Ensemble-Guide/HEAD/src/blend_proba.py -------------------------------------------------------------------------------- /src/correlations.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLWave/Kaggle-Ensemble-Guide/HEAD/src/correlations.py -------------------------------------------------------------------------------- /src/kaggle_avg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLWave/Kaggle-Ensemble-Guide/HEAD/src/kaggle_avg.py -------------------------------------------------------------------------------- /src/kaggle_geomean.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLWave/Kaggle-Ensemble-Guide/HEAD/src/kaggle_geomean.py -------------------------------------------------------------------------------- /src/kaggle_rankavg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLWave/Kaggle-Ensemble-Guide/HEAD/src/kaggle_rankavg.py -------------------------------------------------------------------------------- /src/kaggle_vote.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLWave/Kaggle-Ensemble-Guide/HEAD/src/kaggle_vote.py --------------------------------------------------------------------------------