{"cells":[{"metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","trusted":true},"cell_type":"code","source":"import numpy as np # linear algebra\nimport pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)","execution_count":null,"outputs":[]},{"metadata":{"_uuid":"d629ff2d2480ee46fbb7e2d37f6b5fab8052498a","_cell_guid":"79c7e3d0-c299-4dcb-8224-4455121ee9b0","trusted":true},"cell_type":"code","source":"!wget -q -O other1.csv https://www.kaggleusercontent.com/kf/36961390/eyJhbGciOiJkaXIiLCJlbmMiOiJBMTI4Q0JDLUhTMjU2In0..k0-Yl9R-H0lC86Nth0mIMQ.HiygAXAzwROTh0HZTHHGexh-f2l5eaPH1wFhHwsZxcrhqsddvY1Vrvy8xnKkzleMoYKR2DFzwKr3wpX3JkzC74BsxlPSpA5WeSAJkUitCktmGkcdB-EOiusI6rEBYMJUaXgx52hzF-dcVTPgRlj2HgnLCixBfs78h7mgFokLo1kZjgXjWlDHXcRao9DGKKHvp2EZxkGJ3-crDI_7kLxFfpDDlUjxmtLSZTk6yNxnExsj-nljUOan0tu7dHihhrrABxR7ZeT55MKqhkqew8slishHNIfnUvZug-n50E_yf0fjh8ydo7LUVYOVT4oY3WllNNhDc1PIEWXau9MPJITQZ6zW_KxYt9qRPkfCrXAr8UXtffECQ7Ut0zUcn7CUo1qen4fBLVhHnixAPnD6rFlv_23qvSgWRXbHQSVcjlSpC2tKWfVTFswN2zRREiahEiVbxWRH3vDrHk0uJeWSmHPUqS7cYT71h0bZhtmuOWd8T5hhk1hC4tECcSuZvxG80woxHsitF0YiQjDFQTTL7T3vUBSQYzLeAnTs4N5iZNVpyaIBVJJDCQ76yZ1lvDK9126jMASTxwnZVjb5mUAuYTpkxpS10tg-V8pzIsyoqitRAgWYiiMZ-AWdofBltCqZbW6ZCAshq9jSwr9dhjoDt1H5PD6m8A4Sko8i0oGH4YqoGMk.XzhuO7hsNjxzjnivzC2boA/sub_EfficientNetB3_384.csv","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"a = pd.read_csv('other1.csv')\nb = pd.read_csv('../input/stack-models/submission.csv')\nc = pd.read_csv('../input/melanoma-efficientnet-b6-tpu-tta/submission.csv')","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"pd.DataFrame({'image_name': a.image_name, 'target': (a.target + c.target*0.8)/2}).to_csv('submission.csv', index=False)","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"","execution_count":null,"outputs":[]}],"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"pygments_lexer":"ipython3","nbconvert_exporter":"python","version":"3.6.4","file_extension":".py","codemirror_mode":{"name":"ipython","version":3},"name":"python","mimetype":"text/x-python"}},"nbformat":4,"nbformat_minor":4}