pyopmnearwell package

Subpackages

• pyopmnearwell.core package
  • Submodules
    • pyopmnearwell.core.pyopmnearwell module
      • main()
  • Module contents
• pyopmnearwell.ml package
  • Submodules
    • pyopmnearwell.ml.analysis module
      • plot_analysis()
      • sensitivity_analysis()
    • pyopmnearwell.ml.ensemble module
      • calculate_WI()
      • calculate_radii()
      • create_ensemble()
      • extract_features()
      • get_flags()
      • integrate_fine_scale_value()
      • memory_efficient_sample()
      • run_ensemble()
      • setup_ensemble()
      • store_dataset()
    • pyopmnearwell.ml.integration module
      • recompile_flow()
      • run_integration()
    • pyopmnearwell.ml.kerasify module
      • export_model()
      • write_convolution2d()
      • write_dense()
      • write_floats()
      • write_lstm()
    • pyopmnearwell.ml.nn module
      • build_model()
      • get_FCNN()
      • get_GRU()
      • get_LSTM()
      • get_RNN()
      • handle_zeros_in_scale()
      • save_tune_results()
      • scale_and_evaluate()
      • scale_and_prepare_dataset()
      • train()
      • tune()
    • pyopmnearwell.ml.resdata_dataset module
      • ResDataSet
      • main()
    • pyopmnearwell.ml.scaler_layers module
      • MinMaxScalerLayer
      • MinMaxUnScalerLayer
      • ScalerLayer
    • pyopmnearwell.ml.upscale module
      • BaseUpscaler
      • Upscaler
    • pyopmnearwell.ml.utils module
      • enable_determinism()
  • Module contents
• pyopmnearwell.utils package
  • Submodules
    • pyopmnearwell.utils.formulas module
      • area_squaredcircle()
      • cell_size()
      • co2brinepvt()
      • data_WI()
      • equivalent_well_radius()
      • hydrostatic_fluid()
      • hydrostatic_gas()
      • peaceman_WI()
      • peaceman_matrix_WI()
      • pyopmnearwell_correction()
      • two_phase_peaceman_WI()
    • pyopmnearwell.utils.inputvalues module
      • process_input()
      • process_tuning()
    • pyopmnearwell.utils.mako module
      • fill_template()
    • pyopmnearwell.utils.plotting module
      • save_fig_and_data()
    • pyopmnearwell.utils.runs module
      • simulations()
    • pyopmnearwell.utils.units module
      • BOLTZMANN_CONSTANT
      • GRAVITATIONAL_ACCELERATION
      • UNIVERSAL_GAS_CONSTANT
    • pyopmnearwell.utils.writefile module
      • compact_format()
      • create_3dgrid()
      • d3_grids()
      • generate_fluxnum()
      • generate_geology()
      • generate_multpv()
      • generate_pcfact()
      • generate_permfact()
      • generate_saturation_functions_format_1()
      • generate_saturation_functions_format_2()
      • get_2dgrid()
      • get_spaces()
      • handle_core()
      • manage_grid()
      • manage_sections()
      • manage_tables()
      • reservoir_files()
      • round_like_e()
  • Module contents

Module contents

Code version