{"cells":[{"metadata":{},"cell_type":"markdown","source":"* Thanks to\n>* https://www.kaggle.com/danmusetoiu/staking-and-stealing-like-a-molecule\n>* https://www.kaggle.com/marcelotamashiro/lgb-public-kernels-plus-more-features"},{"metadata":{},"cell_type":"markdown","source":"# [UpVote if this was helpful](http://)"},{"metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","trusted":true},"cell_type":"code","source":"import numpy as np \nimport pandas as pd \nimport seaborn as sns\n\nimport os\nprint(os.listdir(\"../input\"))","execution_count":null,"outputs":[]},{"metadata":{"_cell_guid":"79c7e3d0-c299-4dcb-8224-4455121ee9b0","_uuid":"d629ff2d2480ee46fbb7e2d37f6b5fab8052498a","trusted":true},"cell_type":"code","source":"sub1 = pd.read_csv('../input/lgb-public-kernels-plus-more-features/sub_lgb_model_individual.csv')\nsub2 = pd.read_csv('../input/staking-and-stealing-like-a-molecule/submission.csv')\nsample = pd.read_csv('../input/champs-scalar-coupling/sample_submission.csv')","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"sub1['scalar_coupling_constant'].describe()","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"sub2['scalar_coupling_constant'].describe()","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"sample['scalar_coupling_constant'] = (0.6*sub2['scalar_coupling_constant'] + 0.4*sub1['scalar_coupling_constant'])\nsample.to_csv('stackers_blend.csv', index=False)","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"sns.distplot(sample['scalar_coupling_constant'])","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"## Upvote if this improved your score"}],"metadata":{"kernelspec":{"display_name":"Python 3","language":"python","name":"python3"},"language_info":{"name":"python","version":"3.6.4","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"}},"nbformat":4,"nbformat_minor":1}