Oil-and-Gas-data-analysis

This Repository has my Python Codes that solve various ML and Non ML Problems in Oil & Gas.

Name		Name	Last commit message	Last commit date
Latest commit History 90 Commits
02_Linear_Regression_Project.ipynb		02_Linear_Regression_Project.ipynb
02_Logistic_Regression_Project.ipynb		02_Logistic_Regression_Project.ipynb
1D_Pressure_Diffusion_Numerical_Solution.ipynb		1D_Pressure_Diffusion_Numerical_Solution.ipynb
1D_infinite_domain_Analytical_to_do.ipynb		1D_infinite_domain_Analytical_to_do.ipynb
2DHeat.ipynb		2DHeat.ipynb
2DHeatEquation.ipynb		2DHeatEquation.ipynb
2Phase_RelPerm_Models.ipynb		2Phase_RelPerm_Models.ipynb
ANG1.ipynb		ANG1.ipynb
All_Regimes_WTA.ipynb		All_Regimes_WTA.ipynb
BasicNeuralNetCode.ipynb		BasicNeuralNetCode.ipynb
Basic_DCA.ipynb		Basic_DCA.ipynb
BlowOut_Predictor.ipynb		BlowOut_Predictor.ipynb
Calculus_with_Python1.ipynb		Calculus_with_Python1.ipynb
Capillary_Pressure_JFunc.ipynb		Capillary_Pressure_JFunc.ipynb
Computational_Python_SymPy.ipynb		Computational_Python_SymPy.ipynb
ConstantPrBoundary.ipynb		ConstantPrBoundary.ipynb
DeadOil_WellTest_EDA.ipynb		DeadOil_WellTest_EDA.ipynb
Devito_0_SymPy.ipynb		Devito_0_SymPy.ipynb
DrillStringDesign.ipynb		DrillStringDesign.ipynb
FrontalDisplacement.ipynb		FrontalDisplacement.ipynb
GL_pandas_1.ipynb		GL_pandas_1.ipynb
Gas Well Deliverability.ipynb		Gas Well Deliverability.ipynb
GasRadialFlow.ipynb		GasRadialFlow.ipynb
Generating RelPerm Data.ipynb		Generating RelPerm Data.ipynb
GeoPandas.ipynb		GeoPandas.ipynb
GradientDescent.ipynb		GradientDescent.ipynb
HF_WTA.ipynb		HF_WTA.ipynb
Implicit_solution.ipynb		Implicit_solution.ipynb
InteractiveRE.ipynb		InteractiveRE.ipynb
InteractiveWF.ipynb		InteractiveWF.ipynb
IsoChronal.ipynb		IsoChronal.ipynb
KNN.ipynb		KNN.ipynb
KNN_Project.ipynb		KNN_Project.ipynb
KaggleMC_HousePrices.ipynb		KaggleMC_HousePrices.ipynb
KerasClassification.ipynb		KerasClassification.ipynb
KlinkenbergEffect.ipynb		KlinkenbergEffect.ipynb
Linear Regression from Scratch.ipynb		Linear Regression from Scratch.ipynb
LogisticRegression_AdvertisingData.ipynb		LogisticRegression_AdvertisingData.ipynb
ML_with_Python_House_Prices.ipynb		ML_with_Python_House_Prices.ipynb
MNIST_ANN.ipynb		MNIST_ANN.ipynb
M_BAL.ipynb		M_BAL.ipynb
Machine Learning for ALS.ipynb		Machine Learning for ALS.ipynb
MultiVariateGradientDescent.ipynb		MultiVariateGradientDescent.ipynb
NY_OilProduction_EDA_1.ipynb		NY_OilProduction_EDA_1.ipynb
NeuralNetsCodeAlong.ipynb		NeuralNetsCodeAlong.ipynb
Newton_Raphson_Method.ipynb		Newton_Raphson_Method.ipynb
Nodal_Analysis.ipynb		Nodal_Analysis.ipynb
OOP_Concepts.ipynb		OOP_Concepts.ipynb
PVTAnalysis.ipynb		PVTAnalysis.ipynb
PYPDERS2D.ipynb		PYPDERS2D.ipynb
Plot.ipynb		Plot.ipynb
Plotly_1_ScatterPlots.ipynb		Plotly_1_ScatterPlots.ipynb
Plotly_2A_LinePlots_Ex.ipynb		Plotly_2A_LinePlots_Ex.ipynb
Plotly_2_linePlots.ipynb		Plotly_2_linePlots.ipynb
Plotly_3_BarCharts.ipynb		Plotly_3_BarCharts.ipynb
Plotly_Express_Excercise.ipynb		Plotly_Express_Excercise.ipynb
PlottingTutorial1_SubPlots.ipynb		PlottingTutorial1_SubPlots.ipynb
PoreP.ipynb		PoreP.ipynb
PracticingMarkdownFormat.ipynb		PracticingMarkdownFormat.ipynb
PressureDiffusion_1D_Reservoir.ipynb		PressureDiffusion_1D_Reservoir.ipynb
Pressure_BuildUp_Test.ipynb		Pressure_BuildUp_Test.ipynb
Production Decline Curve Analysis_CH1.ipynb		Production Decline Curve Analysis_CH1.ipynb
README.md		README.md
REML.ipynb		REML.ipynb
RE_YN_1.ipynb		RE_YN_1.ipynb
Regression_with_Keras(Practice).ipynb		Regression_with_Keras(Practice).ipynb
ResSim_1_Interpolation.ipynb		ResSim_1_Interpolation.ipynb
ResSimulation_1D_PressureResponse.ipynb		ResSimulation_1D_PressureResponse.ipynb
ResSimultn_HeatDiff_1D.ipynb		ResSimultn_HeatDiff_1D.ipynb
ReservoirFractionalFlowModel.ipynb		ReservoirFractionalFlowModel.ipynb
ReservoirHeterogeneity.ipynb		ReservoirHeterogeneity.ipynb
ReservoirPressureProfile.ipynb		ReservoirPressureProfile.ipynb
ReservoirSimulation_1D.ipynb		ReservoirSimulation_1D.ipynb
SinglePhaseFlowSimulator1.ipynb		SinglePhaseFlowSimulator1.ipynb
TaylorPower.ipynb		TaylorPower.ipynb
ThermalStimulation.ipynb		ThermalStimulation.ipynb
To_do_PTA.ipynb		To_do_PTA.ipynb
Well_Test_Analysis.ipynb		Well_Test_Analysis.ipynb
Wellog_1.ipynb		Wellog_1.ipynb
Widgets.ipynb		Widgets.ipynb
drilling_optimzn.ipynb		drilling_optimzn.ipynb
gui_practice.ipynb		gui_practice.ipynb
oil_Nodal.ipynb		oil_Nodal.ipynb
oil_classifier.ipynb		oil_classifier.ipynb
phiKTransform_Machine_Learning.ipynb		phiKTransform_Machine_Learning.ipynb
py_PDE_Solver.ipynb		py_PDE_Solver.ipynb

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