[{"title":"( 13 个子文件 7.93MB ) Volve-field-machine-learning:2018年,挪威石油公司Equinor披露了来自北海沃尔沃(Volve)油田的大量地下和作业数据集。 到现在为止的两年中,这对于所有热衷于改善和解决大学,研究机构和公司的油气田研究挑战的人们来说都是个好消息。 该存储库是我对Volve油田的机器学习的探索","children":[{"title":"Volve-field-machine-learning-main","children":[{"title":"BHP Prediction","children":[{"title":"Functions","children":[{"title":"EDA_Func.py <span style='color:#111;'> 772B </span>","children":null,"spread":false}],"spread":true},{"title":"Notebooks","children":[{"title":"Downhole Pressure Prediction using Deep learning .ipynb <span style='color:#111;'> 956B </span>","children":null,"spread":false},{"title":"EDA.ipynb <span style='color:#111;'> 39.52KB </span>","children":null,"spread":false}],"spread":true},{"title":"Data","children":[{"title":"Volve dataset.xlsx <span style='color:#111;'> 2.45MB </span>","children":null,"spread":false},{"title":"Cleaned_Data.csv <span style='color:#111;'> 542.02KB </span>","children":null,"spread":false},{"title":"Volve dataset.csv <span style='color:#111;'> 2.22MB </span>","children":null,"spread":false}],"spread":true}],"spread":true},{"title":"Development of a Machine Learning model based on feature selection to predict Volve production rate","children":[{"title":"Data Pre-processing.ipynb <span style='color:#111;'> 24.06KB </span>","children":null,"spread":false},{"title":"Random Forest Model to predict Volve production rate .ipynb <span style='color:#111;'> 126.79KB </span>","children":null,"spread":false},{"title":"Exploratory Data Analysis.ipynb <span style='color:#111;'> 3.26MB </span>","children":null,"spread":false},{"title":"Data","children":[{"title":"Volve dataset.xlsx <span style='color:#111;'> 2.45MB </span>","children":null,"spread":false},{"title":"cleaned_data.csv <span style='color:#111;'> 1.27MB </span>","children":null,"spread":false},{"title":"final_data.csv <span style='color:#111;'> 1.03MB </span>","children":null,"spread":false}],"spread":true}],"spread":true},{"title":"README.md <span style='color:#111;'> 240B </span>","children":null,"spread":false}],"spread":true}],"spread":true}]