文件名称:Machine-Hack-Workathon:该存储库已保存,以展示我处理MachineHack Workathon价格预测hackathon的方法! 如果有帮助,请对存储库加注星标!
文件大小:805KB
文件格式:ZIP
更新时间:2024-05-07 07:05:52
JupyterNotebook
Machine-Hack-Workathon在400多名参与者中排名第30位! 该存储库已保存,以展示我处理MachineHack Workathon价格预测hackathon的方法! 如果有帮助,请对存储库加注星标!
【文件预览】:
Machine-Hack-Workathon-main
----Workathon_Algorithm_Selection_using_Pycaret.ipynb(92KB)
----catboost_info()
--------catboost_training.json(148KB)
--------test_error.tsv(20KB)
--------learn_error.tsv(20KB)
--------learn()
--------test()
--------time_left.tsv(19KB)
----WorkathonStarterSubmission_06_V4.csv(172KB)
----Data Preprocessing and Model Preparation(Optuna).ipynb(229KB)
----Workathon Optuna+KFold-10 (1).ipynb(36KB)
----Basic Catboost Starter.ipynb(177KB)
----Workathon Feature experimentation.ipynb(18KB)
----Workathon Optuna Trial-1.ipynb(327KB)
----Workathon Trails 2.ipynb(79KB)
----Workathon Optuna Trial-2.ipynb(336KB)
----Workathon Optuna+KFold-5.ipynb(36KB)
----README.md(221B)
----Workathon RandomSearchCV for RF.ipynb(19KB)
----Workathon Feature Selection Best 07_04_2021.ipynb(114KB)
----WorkathonStarterSubmission_04_20.csv(172KB)