UNIQORN -- The Universal Neural-network Interface for Quantum Observable Readout from N-body wavefunctions
Visualization.py File Reference

Namespaces

 Visualization
 

Functions

def Visualization.main (y_test, history, test_predictions, NViz)
 
def Visualization.plot_history (history, ss_label, space_label)
 
def Visualization.plot_predictions (y_test, test_predictions, NViz, ss_label, space_label)
 PLOT OF THE PREDICTIONS FOR SUPERVISED REGRESSION FROM SINGLE SHOTS ###. More...
 
def Visualization.SaveHistoryToFile (HISTORY, keys, HistoryFileName)
 
def Visualization.AddKeysToPlot (PLOT, HISTORY, keys, pattern, legend)
 
def Visualization.grid_display (list_of_images, list_of_titles=[], no_of_columns=2, figsize=(10, 10))
 
def Visualization.result_averaging (y_test, test_predictions)
 
def Visualization.get_labels ()
 
def Visualization.folder_creation ()
 

Variables

 Visualization.threshold
 
 Visualization.NSamples = int(inp.NShots/inp.NShotsPerSample)
 
 Visualization.TestingFraction = len(y_test[:,0])
 ax.hist(phases, density=1, bins=n_bins) More...
 
list Visualization.indices = []
 
list Visualization.titles = []
 
list Visualization.corrplot = []
 
 Visualization.VizGrid = np.reshape(np.loadtxt('VizGrid.txt', usecols=[0,1]),(-1,2))
 
 Visualization.fig
 
 Visualization.axes
 
 Visualization.ncols
 
 Visualization.sharex
 
 Visualization.True
 
 Visualization.sharey
 
 Visualization.left
 
 Visualization.None
 
 Visualization.bottom
 
 Visualization.right
 
 Visualization.top
 
 Visualization.wspace
 
 Visualization.hspace
 
int Visualization.j = 0
 
 Visualization.cmap = plt.get_cmap('Blues')
 
 Visualization.c_max = np.amax(corrplot)
 
 Visualization.c_min = np.amin(corrplot)
 
 Visualization.adjustable
 
 Visualization.aspect
 
 Visualization.im = ax.pcolormesh(VizGrid[0:inp.Npoints,0],VizGrid[0:inp.Npoints,0], corrplot[j] , cmap=cmap, vmax=c_max, vmin=c_min)
 
 Visualization.divider = make_axes_locatable(ax)
 
 Visualization.cax = divider.append_axes("right", size="5%", pad=0.05)
 
 Visualization.dpi
 
 Visualization.bbox_inches
 
 Visualization.Grid