{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.10.12","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"},"kaggle":{"accelerator":"none","dataSources":[{"sourceId":59094,"databundleVersionId":7010844,"sourceType":"competition"},{"sourceId":7055628,"sourceType":"datasetVersion","datasetId":4024942}],"dockerImageVersionId":30558,"isInternetEnabled":true,"language":"python","sourceType":"notebook","isGpuEnabled":false}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"markdown","source":"***PLEASE UPVOTE: https://www.kaggle.com/code/alexandervc/op2-models-cv-tuning?scriptVersionId=145388832***","metadata":{}},{"cell_type":"markdown","source":"***PLEASE UPVOTE: https://www.kaggle.com/datasets/adaluodao/op-v3-neural-network-regression***","metadata":{}},{"cell_type":"markdown","source":"***PLEASE UPVOTE: https://www.kaggle.com/code/user327934/blend-for-single-cell-perturbations***","metadata":{}},{"cell_type":"markdown","source":"***PLEASE UPVOTE: https://www.kaggle.com/datasets/alexandervc/open-problems-2-blends***","metadata":{}},{"cell_type":"markdown","source":"***PLESE UPVOTE: https://www.kaggle.com/code/emmawilsonev/blend-for-single-cell-perturbations-8f60c2/notebook?scriptVersionId=152200256***","metadata":{}},{"cell_type":"markdown","source":"***PLEASE UPVOTE: https://www.kaggle.com/code/olegpush/op2-eda-lb/notebook***","metadata":{}},{"cell_type":"code","source":"import warnings\nwarnings.simplefilter('ignore')\n\nimport pandas as pd\n\npd.set_option('display.max_columns', 30)","metadata":{"execution":{"iopub.status.busy":"2023-11-26T08:31:27.919765Z","iopub.execute_input":"2023-11-26T08:31:27.920110Z","iopub.status.idle":"2023-11-26T08:31:28.253960Z","shell.execute_reply.started":"2023-11-26T08:31:27.920083Z","shell.execute_reply":"2023-11-26T08:31:28.252394Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"sub_0_542 = pd.read_csv('/kaggle/input/op-scp-submissions-3/submission_0_542.csv', index_col=0)\nsub_0_547 = pd.read_csv('/kaggle/input/op-scp-submissions-3/submission_0_547.csv', index_col=0)","metadata":{"execution":{"iopub.status.busy":"2023-11-26T08:31:28.256173Z","iopub.execute_input":"2023-11-26T08:31:28.256632Z","iopub.status.idle":"2023-11-26T08:31:36.049578Z","shell.execute_reply.started":"2023-11-26T08:31:28.256603Z","shell.execute_reply":"2023-11-26T08:31:36.048045Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"submit = sub_0_542 * 0.99 + sub_0_547 * 0.01","metadata":{"execution":{"iopub.status.busy":"2023-11-26T08:31:36.050733Z","iopub.execute_input":"2023-11-26T08:31:36.051191Z","iopub.status.idle":"2023-11-26T08:31:36.083189Z","shell.execute_reply.started":"2023-11-26T08:31:36.051157Z","shell.execute_reply":"2023-11-26T08:31:36.082217Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"submit.to_csv('submission.csv')","metadata":{"execution":{"iopub.status.busy":"2023-11-26T08:31:36.084814Z","iopub.execute_input":"2023-11-26T08:31:36.085298Z","iopub.status.idle":"2023-11-26T08:31:42.265481Z","shell.execute_reply.started":"2023-11-26T08:31:36.085272Z","shell.execute_reply":"2023-11-26T08:31:42.263792Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"pd.read_csv('/kaggle/working/submission.csv')","metadata":{"execution":{"iopub.status.busy":"2023-11-26T08:31:42.267474Z","iopub.execute_input":"2023-11-26T08:31:42.267851Z","iopub.status.idle":"2023-11-26T08:31:45.442394Z","shell.execute_reply.started":"2023-11-26T08:31:42.267818Z","shell.execute_reply":"2023-11-26T08:31:45.441182Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"","metadata":{},"execution_count":null,"outputs":[]}]}