def on_plot_results(self, event):
self.frame.Show(True)
result = event.result[0][0]
filename = result.data.sas_data.filename
current_time = datetime.datetime.now().strftime("%I:%M%p, %B %d, %Y")
self.parent.SetTitle(self.window_name + " - " + filename + " - " +
current_time)
if hasattr(result, 'convergence'):
best, pop = result.convergence[:, 0], result.convergence[:, 1:]
self._get_view(ConvergenceView).update(best, pop)
else:
self._del_view(ConvergenceView)
if hasattr(result, 'uncertainty_state'):
stats = var_stats(result.uncertainty_state.draw())
msg = format_vars(stats)
self._get_view(CorrelationView).update(result.uncertainty_state)
self._get_view(UncertaintyView).update(
(result.uncertainty_state, stats))
self._get_view(TraceView).update(result.uncertainty_state)
# TODO: stats should be stored in result rather than computed in bumps UncertaintyView
wx.PostEvent(self.frame.parent, StatusEvent(status=msg,
info="info"))
else:
for view in (CorrelationView, UncertaintyView, TraceView):
self._del_view(view)
def process_vars(T, draw):
import matplotlib.pyplot as plt
from bumps.dream import stats, views
title = "T=%g" % T
vstats = stats.var_stats(draw)
print("=== %s ===" % title)
print(stats.format_vars(vstats))
plt.figure()
views.plot_vars(draw, vstats)
plt.suptitle(title)
plt.figure()
views.plot_corrmatrix(draw)
plt.suptitle(title)
def process_vars(title, draw, nwalkers, plot=True, file=None):
import matplotlib.pyplot as plt
vstats = stats.var_stats(draw)
print("=== %s ==="%title, file=file)
print(stats.format_vars(vstats), file=file)
if plot:
plt.figure()
views.plot_vars(draw, vstats)
plt.suptitle(title)
plt.figure()
views.plot_corrmatrix(draw)
plt.suptitle(title)
state = State(draw, nwalkers, title)
plt.figure()
views.plot_logp(state)
def on_plot_results(self, event):
self.frame.Show()
result = event.result[0][0]
if hasattr(result, 'convergence'):
from bumps.gui.convergence_view import ConvergenceView
best, pop = result.convergence[:, 0], result.convergence[:, 1:]
self.get_panel(ConvergenceView).update(best, pop)
if hasattr(result, 'uncertainty_state'):
from bumps.gui.uncertainty_view import UncertaintyView, CorrelationView, TraceView
from bumps.dream.stats import var_stats, format_vars
stats = var_stats(result.uncertainty_state.draw())
msg = format_vars(stats)
self.get_panel(CorrelationView).update(result.uncertainty_state)
self.get_panel(UncertaintyView).update((result.uncertainty_state, stats))
self.get_panel(TraceView).update(result.uncertainty_state)
# TODO: stats should be stored in result rather than computed in bumps UncertaintyView
wx.PostEvent(self.frame.parent,
StatusEvent(status=msg, info="info"))
print
def on_plot_results(self, event):
self.frame.Show()
result = event.result[0][0]
if hasattr(result, 'convergence'):
best, pop = result.convergence[:, 0], result.convergence[:, 1:]
self._get_view(ConvergenceView).update(best, pop)
else:
self._del_view(ConvergenceView)
if hasattr(result, 'uncertainty_state'):
stats = var_stats(result.uncertainty_state.draw())
msg = format_vars(stats)
self._get_view(CorrelationView).update(result.uncertainty_state)
self._get_view(UncertaintyView).update((result.uncertainty_state, stats))
self._get_view(TraceView).update(result.uncertainty_state)
# TODO: stats should be stored in result rather than computed in bumps UncertaintyView
wx.PostEvent(self.frame.parent,
StatusEvent(status=msg, info="info"))
else:
for view in (CorrelationView, UncertaintyView, TraceView):
self._del_view(view)
def on_plot_results(self, event):
self.frame.Show()
result = event.result[0][0]
if hasattr(result, 'convergence'):
best, pop = result.convergence[:, 0], result.convergence[:, 1:]
self._get_view(ConvergenceView).update(best, pop)
else:
self._del_view(ConvergenceView)
if hasattr(result, 'uncertainty_state'):
stats = var_stats(result.uncertainty_state.draw())
msg = format_vars(stats)
self._get_view(CorrelationView).update(result.uncertainty_state)
self._get_view(UncertaintyView).update((result.uncertainty_state, stats))
self._get_view(TraceView).update(result.uncertainty_state)
# TODO: stats should be stored in result rather than computed in bumps UncertaintyView
wx.PostEvent(self.frame.parent,
StatusEvent(status=msg, info="info"))
else:
for view in (CorrelationView, UncertaintyView, TraceView):
self._del_view(view)
def on_plot_results(self, event):
self.frame.Show(True)
result = event.result[0][0]
filename = result.data.sas_data.filename
current_time = datetime.datetime.now().strftime("%I:%M%p, %B %d, %Y")
self.parent.SetTitle(self.window_name + " - " + filename + " - " + current_time)
if hasattr(result, 'convergence'):
best, pop = result.convergence[:, 0], result.convergence[:, 1:]
self._get_view(ConvergenceView).update(best, pop)
else:
self._del_view(ConvergenceView)
if hasattr(result, 'uncertainty_state'):
stats = var_stats(result.uncertainty_state.draw())
msg = format_vars(stats)
self._get_view(CorrelationView).update(result.uncertainty_state)
self._get_view(UncertaintyView).update((result.uncertainty_state, stats))
self._get_view(TraceView).update(result.uncertainty_state)
# TODO: stats should be stored in result rather than computed in bumps UncertaintyView
wx.PostEvent(self.frame.parent,
StatusEvent(status=msg, info="info"))
else:
for view in (CorrelationView, UncertaintyView, TraceView):
self._del_view(view)