diff --git a/.doctrees/autoapi/lasdi/param/index.doctree b/.doctrees/autoapi/lasdi/param/index.doctree index 6c3d515..a2d1be6 100644 Binary files a/.doctrees/autoapi/lasdi/param/index.doctree and b/.doctrees/autoapi/lasdi/param/index.doctree differ diff --git a/.doctrees/environment.pickle b/.doctrees/environment.pickle index aa03170..c8bb489 100644 Binary files a/.doctrees/environment.pickle and b/.doctrees/environment.pickle differ diff --git a/_sources/autoapi/lasdi/param/index.rst.txt b/_sources/autoapi/lasdi/param/index.rst.txt index 2201375..c3ec28c 100644 --- a/_sources/autoapi/lasdi/param/index.rst.txt +++ b/_sources/autoapi/lasdi/param/index.rst.txt @@ -93,11 +93,11 @@ Module Contents Concatenates the provided lists of training points into a 2D array. - param_list: A list of parameter dictionaries + :Parameters: **param_list** (:obj:`list(dict)`) -- A list of parameter dictionaries - Output: mesh_grid - - np.array of size [d, k], where d is the number of points provided on the exterior of - the training space and k is the number of parameters (k == len(param_list)). + :returns: **mesh_grids** -- np.array of size [d, k], where d is the number of points provided on the exterior of + the training space and k is the number of parameters (k == len(param_list)). + :rtype: :obj:`numpy.array` @@ -108,9 +108,12 @@ Module Contents Builds an initial uniform grid for the testing parameters when the test_space is 'hull'. - param_list: A list of parameter dictionaries + :Parameters: **param_list** (:obj:`list(dict)`) -- A list of parameter dictionaries - Output: gridSizes, mesh_grids, param_grid + :returns: * **gridSizes** (:obj:`list(Nx)`) -- A list containing the number of elements on the grid in each parameter. + * **mesh_grids** (:obj:`numpy.array`) -- tuple of numpy nd arrays, corresponding to each parameter. + Dimension of the array equals to the number of parameters. + * **param_grid** (:obj:`numpy.array`) -- numpy 2d array of size (grid size x number of parameters). @@ -120,9 +123,13 @@ Module Contents returns any testing points which are within the convex hull of the provided training parameters. - param_list: A list of parameter dictionaries + :Parameters: **param_list** (:obj:`list(dict)`) -- A list of parameter dictionaries - Output: gridSizes, mesh_grids, test_space + :returns: * **gridSizes** (:obj:`list(Nx)`) -- A list containing the number of elements on the grid in each parameter. + * **mesh_grids** (:obj:`numpy.array`) -- tuple of numpy nd arrays, corresponding to each parameter. + Dimension of the array equals to the number of parameters. + * **test_space** (:obj:`numpy.array`) -- numpy 2d array of size [d, k], where d is the number of testing points within + convex hull of the training space and k is the number of parameters (k == len(param_list)). diff --git a/autoapi/lasdi/param/index.html b/autoapi/lasdi/param/index.html index 47a4801..082a7b7 100644 --- a/autoapi/lasdi/param/index.html +++ b/autoapi/lasdi/param/index.html @@ -208,12 +208,16 @@

Module Contents createInitialTrainSpaceForHull(param_list)

Concatenates the provided lists of training points into a 2D array.

-

param_list: A list of parameter dictionaries

-
-
Output: mesh_grid
    -

  • np.array of size [d, k], where d is the number of points provided on the exterior of -the training space and k is the number of parameters (k == len(param_list)).

    • -
+
+
Parameters:
+

param_list (list(dict)) – A list of parameter dictionaries

+
+
Returns:
+

mesh_grids – np.array of size [d, k], where d is the number of points provided on the exterior of +the training space and k is the number of parameters (k == len(param_list)).

+
+
Return type:
+

numpy.array

@@ -227,8 +231,20 @@

Module Contents createTestGridSpaceForHull(param_list)

Builds an initial uniform grid for the testing parameters when the test_space is ‘hull’.

-

param_list: A list of parameter dictionaries

-

Output: gridSizes, mesh_grids, param_grid

+
+
Parameters:
+

param_list (list(dict)) – A list of parameter dictionaries

+
+
Returns:
+

    +

  • gridSizes (list(Nx)) – A list containing the number of elements on the grid in each parameter.

    • +

  • mesh_grids (numpy.array) – tuple of numpy nd arrays, corresponding to each parameter. +Dimension of the array equals to the number of parameters.

    • +

  • param_grid (numpy.array) – numpy 2d array of size (grid size x number of parameters).

    • +
+

+
+
@@ -237,8 +253,21 @@

Module Contents +
Parameters:
+

param_list (list(dict)) – A list of parameter dictionaries

+
+
Returns:
+

    +

  • gridSizes (list(Nx)) – A list containing the number of elements on the grid in each parameter.

    • +

  • mesh_grids (numpy.array) – tuple of numpy nd arrays, corresponding to each parameter. +Dimension of the array equals to the number of parameters.

    • +

  • test_space (numpy.array) – numpy 2d array of size [d, k], where d is the number of testing points within +convex hull of the training space and k is the number of parameters (k == len(param_list)).

    • +
+

+
+

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"n_test() (lasdi.param.parameterspace method)": [[10, "lasdi.param.ParameterSpace.n_test"]], "n_train() (lasdi.param.parameterspace method)": [[10, "lasdi.param.ParameterSpace.n_train"]], "param_list (lasdi.param.parameterspace attribute)": [[10, "lasdi.param.ParameterSpace.param_list"]], "param_name (lasdi.param.parameterspace attribute)": [[10, "lasdi.param.ParameterSpace.param_name"]], "test_grid_sizes (lasdi.param.parameterspace attribute)": [[10, "lasdi.param.ParameterSpace.test_grid_sizes"]], "test_meshgrid (lasdi.param.parameterspace attribute)": [[10, "lasdi.param.ParameterSpace.test_meshgrid"]], "test_space (lasdi.param.parameterspace attribute)": [[10, "lasdi.param.ParameterSpace.test_space"]], "train_space (lasdi.param.parameterspace attribute)": [[10, "lasdi.param.ParameterSpace.train_space"]], "burgers1d (class in lasdi.physics.burgers1d)": [[11, "lasdi.physics.burgers1d.Burgers1D"]], "a_idx (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.a_idx"]], "convergence_threshold (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.convergence_threshold"]], "dim (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.dim"]], "dt (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.dt"]], "dx (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.dx"]], "export() (lasdi.physics.burgers1d.burgers1d method)": [[11, "lasdi.physics.burgers1d.Burgers1D.export"]], "grid_size (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.grid_size"]], "initial_condition() (lasdi.physics.burgers1d.burgers1d method)": [[11, "lasdi.physics.burgers1d.Burgers1D.initial_condition"]], "jacobian() (in module lasdi.physics.burgers1d)": [[11, "lasdi.physics.burgers1d.jacobian"]], "lasdi.physics.burgers1d": [[11, "module-lasdi.physics.burgers1d"]], "main() (in module lasdi.physics.burgers1d)": [[11, "lasdi.physics.burgers1d.main"]], "maxk (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.maxk"]], "nt (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.nt"]], "offline (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.offline"]], "qdim (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.qdim"]], "qgrid_size (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.qgrid_size"]], "residual() (lasdi.physics.burgers1d.burgers1d method)": [[11, "lasdi.physics.burgers1d.Burgers1D.residual"]], "residual_burgers() (in module lasdi.physics.burgers1d)": [[11, "lasdi.physics.burgers1d.residual_burgers"]], "solve() (lasdi.physics.burgers1d.burgers1d method)": [[11, "lasdi.physics.burgers1d.Burgers1D.solve"]], "solver() (in module lasdi.physics.burgers1d)": [[11, "lasdi.physics.burgers1d.solver"]], "t_grid (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.t_grid"]], "tmax (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.tmax"]], "w_idx (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.w_idx"]], "x_grid (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.x_grid"]], "xmax (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.xmax"]], "xmin (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.xmin"]], "offlinefom (class in lasdi.physics)": [[12, "lasdi.physics.OfflineFOM"]], "physics (class in lasdi.physics)": [[12, "lasdi.physics.Physics"]], "dim (lasdi.physics.offlinefom attribute)": [[12, "lasdi.physics.OfflineFOM.dim"]], "dim (lasdi.physics.physics attribute)": [[12, "lasdi.physics.Physics.dim"]], "dt (lasdi.physics.offlinefom attribute)": [[12, "lasdi.physics.OfflineFOM.dt"]], "dt (lasdi.physics.physics attribute)": [[12, "lasdi.physics.Physics.dt"]], "export() (lasdi.physics.offlinefom method)": [[12, "lasdi.physics.OfflineFOM.export"]], "export() (lasdi.physics.physics method)": [[12, "lasdi.physics.Physics.export"]], "generate_solutions() (lasdi.physics.offlinefom method)": [[12, "lasdi.physics.OfflineFOM.generate_solutions"]], "generate_solutions() (lasdi.physics.physics method)": [[12, "lasdi.physics.Physics.generate_solutions"]], "grid_size (lasdi.physics.offlinefom attribute)": [[12, "lasdi.physics.OfflineFOM.grid_size"]], "grid_size (lasdi.physics.physics attribute)": [[12, "lasdi.physics.Physics.grid_size"]], "initial_condition() (lasdi.physics.physics method)": [[12, "lasdi.physics.Physics.initial_condition"]], "lasdi.physics": [[12, "module-lasdi.physics"]], "nt (lasdi.physics.offlinefom attribute)": [[12, "lasdi.physics.OfflineFOM.nt"]], "nt (lasdi.physics.physics attribute)": [[12, "lasdi.physics.Physics.nt"]], "offline (lasdi.physics.offlinefom attribute)": [[12, "lasdi.physics.OfflineFOM.offline"]], "offline (lasdi.physics.physics attribute)": [[12, "lasdi.physics.Physics.offline"]], "param_name (lasdi.physics.physics attribute)": [[12, "lasdi.physics.Physics.param_name"]], "qdim (lasdi.physics.offlinefom attribute)": [[12, "lasdi.physics.OfflineFOM.qdim"]], "qdim (lasdi.physics.physics attribute)": [[12, "lasdi.physics.Physics.qdim"]], "qgrid_size (lasdi.physics.offlinefom attribute)": [[12, "lasdi.physics.OfflineFOM.qgrid_size"]], "qgrid_size (lasdi.physics.physics attribute)": [[12, "lasdi.physics.Physics.qgrid_size"]], "residual() (lasdi.physics.physics method)": [[12, "lasdi.physics.Physics.residual"]], "solve() (lasdi.physics.physics method)": [[12, "lasdi.physics.Physics.solve"]], "t_grid (lasdi.physics.offlinefom attribute)": [[12, "lasdi.physics.OfflineFOM.t_grid"]], "t_grid (lasdi.physics.physics attribute)": [[12, "lasdi.physics.Physics.t_grid"]], "x_grid (lasdi.physics.offlinefom attribute)": [[12, "lasdi.physics.OfflineFOM.x_grid"]], "x_grid (lasdi.physics.physics attribute)": [[12, "lasdi.physics.Physics.x_grid"]], "compute_errors() (in module lasdi.postprocess)": [[13, "lasdi.postprocess.compute_errors"]], "heatmap2d() (in module lasdi.postprocess)": [[13, "lasdi.postprocess.heatmap2d"]], "lasdi.postprocess": [[13, "module-lasdi.postprocess"]], "plot_gp2d() (in module lasdi.postprocess)": [[13, "lasdi.postprocess.plot_gp2d"]], "plot_prediction() (in module lasdi.postprocess)": [[13, "lasdi.postprocess.plot_prediction"]], "timer (class in lasdi.timing)": [[14, "lasdi.timing.Timer"]], "calls (lasdi.timing.timer attribute)": [[14, "lasdi.timing.Timer.calls"]], "end() (lasdi.timing.timer method)": [[14, "lasdi.timing.Timer.end"]], "export() (lasdi.timing.timer method)": [[14, "lasdi.timing.Timer.export"]], "lasdi.timing": [[14, "module-lasdi.timing"]], "load() (lasdi.timing.timer method)": [[14, "lasdi.timing.Timer.load"]], "names (lasdi.timing.timer attribute)": [[14, "lasdi.timing.Timer.names"]], "print() (lasdi.timing.timer method)": [[14, "lasdi.timing.Timer.print"]], "start() (lasdi.timing.timer method)": [[14, "lasdi.timing.Timer.start"]], "starts (lasdi.timing.timer attribute)": [[14, "lasdi.timing.Timer.starts"]], "times (lasdi.timing.timer attribute)": [[14, "lasdi.timing.Timer.times"]], "collect_samples() (in module lasdi.workflow)": [[15, "lasdi.workflow.collect_samples"]], "initialize_latent_space() (in module lasdi.workflow)": [[15, "lasdi.workflow.initialize_latent_space"]], "initialize_physics() (in module lasdi.workflow)": [[15, "lasdi.workflow.initialize_physics"]], "initialize_trainer() (in module lasdi.workflow)": [[15, "lasdi.workflow.initialize_trainer"]], "lasdi.workflow": [[15, "module-lasdi.workflow"]], "latent_dict (in module lasdi.workflow)": [[15, "lasdi.workflow.latent_dict"]], "ld_dict (in module lasdi.workflow)": [[15, "lasdi.workflow.ld_dict"]], "main() (in module lasdi.workflow)": [[15, "lasdi.workflow.main"]], "parser (in module lasdi.workflow)": [[15, "lasdi.workflow.parser"]], "physics_dict (in module lasdi.workflow)": [[15, "lasdi.workflow.physics_dict"]], "pick_samples() (in module lasdi.workflow)": [[15, "lasdi.workflow.pick_samples"]], "run_samples() (in module lasdi.workflow)": [[15, "lasdi.workflow.run_samples"]], "step() (in module lasdi.workflow)": [[15, "lasdi.workflow.step"]], "trainer_dict (in module lasdi.workflow)": [[15, "lasdi.workflow.trainer_dict"]]}}) \ No newline at end of file