Tip
to get interactivity
Attention
To run locally, the code for these interactive demos requires
a Jupyter Notebook environment,
and the Jupyter Widgets extension (ipywidgets).
Stimuli - Mondrians#
import ipywidgets as iw
from stimupy.utils import plot_stim
import numpy as np
import IPython
import ipywidgets as iw
from stimupy.utils import plot_stim
Mondrian#
stimupy.stimuli.mondrians.mondrian()
import ipywidgets as iw
from stimupy.utils import plot_stim
from stimupy.stimuli.mondrians import mondrian
# Define widgets
w_height = iw.IntSlider(value=10, min=1, max=20, description="height [deg]")
w_width = iw.IntSlider(value=10, min=1, max=20, description="width [deg]")
w_ppd = iw.IntSlider(value=20, min=1, max=40, description="ppd")
# Mondrian 1
w_x1 = iw.FloatSlider(value=4, min=0, max=10, description="x1")
w_y1 = iw.FloatSlider(value=4, min=0, max=10, description="y1")
w_h1 = iw.FloatSlider(value=3, min=0, max=6, description="height1")
w_w1 = iw.FloatSlider(value=3, min=0, max=6, description="width1")
w_int1 = iw.FloatSlider(value=0.2, min=0, max=1, description="int1")
# Mondrian 2
w_x2 = iw.FloatSlider(value=2, min=0, max=10, description="x2")
w_y2 = iw.FloatSlider(value=2, min=0, max=10, description="y2")
w_h2 = iw.FloatSlider(value=3, min=0, max=6, description="height2")
w_w2 = iw.FloatSlider(value=3, min=0, max=6, description="width2")
w_int2 = iw.FloatSlider(value=0.6, min=0, max=1, description="int2")
# Mondrian 3
w_x3 = iw.FloatSlider(value=6, min=0, max=10, description="x3")
w_y3 = iw.FloatSlider(value=6, min=0, max=10, description="y3")
w_h3 = iw.FloatSlider(value=3, min=0, max=6, description="height3")
w_w3 = iw.FloatSlider(value=3, min=0, max=6, description="width3")
w_int3 = iw.FloatSlider(value=0.9, min=0, max=1, description="int3")
w_intback = iw.FloatSlider(value=0.5, min=0, max=1, description="intensity_background")
w_mask = iw.ToggleButton(value=False, disabled=False, description="add mask")
# Layout
b_im_size = iw.HBox([w_height, w_width, w_ppd])
b_x = iw.HBox([w_x1, w_x2, w_x3])
b_y = iw.HBox([w_y1, w_y2, w_y3])
b_h = iw.HBox([w_h1, w_h2, w_h3])
b_w = iw.HBox([w_w1, w_w2, w_w3])
b_int = iw.HBox([w_int1, w_int2, w_int3])
b_add = iw.HBox([w_intback, w_mask])
ui = iw.VBox([b_im_size, b_x, b_y, b_h, b_w, b_int, b_add])
# Function for showing stim
def show_mondrian(
height=None,
width=None,
ppd=None,
intensity_background=None,
x1=None,
y1=None,
h1=None,
w1=None,
int1=None,
x2=None,
y2=None,
h2=None,
w2=None,
int2=None,
x3=None,
y3=None,
h3=None,
w3=None,
int3=None,
add_mask=False,
):
try:
stim = mondrian(
visual_size=(height, width),
ppd=ppd,
positions=((y1, x1), (y2, x2), (y3, x3)),
sizes=((h1, w1), (h2, w2), (h3, w3)),
intensities=(int1, int2, int3),
intensity_background=intensity_background,
)
plot_stim(stim, mask=add_mask)
except Exception as e:
raise ValueError(f"Invalid parameter combination: {e}") from None
# Set interactivity
out = iw.interactive_output(
show_mondrian,
{
"height": w_height,
"width": w_width,
"ppd": w_ppd,
"x1": w_x1,
"y1": w_y1,
"h1": w_h1,
"w1": w_w1,
"int1": w_int1,
"x2": w_x2,
"y2": w_y2,
"h2": w_h2,
"w2": w_w2,
"int2": w_int2,
"x3": w_x3,
"y3": w_y3,
"h3": w_h3,
"w3": w_w3,
"int3": w_int3,
"intensity_background": w_intback,
"add_mask": w_mask,
},
)
# Show
display(ui, out)
Corrugated Mondrian#
stimupy.stimuli.mondrians.corrugated()
import ipywidgets as iw
from stimupy.utils import plot_stim
from stimupy.stimuli.mondrians import corrugated_mondrian
# Define widgets
w_height = iw.IntSlider(value=10, min=1, max=20, description="height [deg]")
w_width = iw.IntSlider(value=10, min=1, max=20, description="width [deg]")
w_ppd = iw.IntSlider(value=30, min=1, max=60, description="ppd")
w_mdepth1 = iw.FloatSlider(value=-2., min=-2, max=2, description="depth 1")
w_mdepth2 = iw.FloatSlider(value=0., min=-2, max=2, description="depth 2")
w_mdepth3 = iw.FloatSlider(value=2., min=-2, max=2, description="depth 3")
w_intback = iw.FloatSlider(value=0.5, min=0, max=1, description="int back")
w_mask = iw.Dropdown(value=None, options=[None, 'target_mask', 'mondrian_mask'], description="add mask")
w_tidx1 = iw.IntSlider(value=1, min=0, max=10, description="target idx1")
w_tidx2 = iw.IntSlider(value=1, min=0, max=10, description="target idx2")
w_tint = iw.FloatSlider(value=0.5, min=0, max=1, description="target int")
# Layout
b_im_size = iw.HBox([w_height, w_width, w_ppd])
b_depths = iw.HBox([w_mdepth1, w_mdepth2, w_mdepth3])
b_target = iw.HBox([w_tidx1, w_tidx2, w_tint])
b_add = iw.HBox([w_intback, w_mask])
ui = iw.VBox([b_im_size, b_depths, b_target, b_add])
# Function for showing stim
def show_corrugated_mondrian(
height=None,
width=None,
ppd=None,
intensity_background=None,
add_mask=False,
depth1=None,
depth2=None,
depth3=None,
target_idx1=None,
target_idx2=None,
intensity_target=None,
):
try:
intensities = np.random.rand(3, 4)
stim = corrugated_mondrian(
visual_size=(height, width),
ppd=ppd,
depths=(depth1, depth2, depth3),
intensities=intensities,
intensity_background=intensity_background,
intensity_target=intensity_target,
target_indices=((target_idx1, target_idx2),),
)
plot_stim(stim, mask=add_mask)
except Exception as e:
raise ValueError(f"Invalid parameter combination: {e}") from None
# Set interactivity
out = iw.interactive_output(
show_corrugated_mondrian,
{
"height": w_height,
"width": w_width,
"ppd": w_ppd,
"intensity_background": w_intback,
"add_mask": w_mask,
"depth1": w_mdepth1,
"depth2": w_mdepth2,
"depth3": w_mdepth3,
"target_idx1": w_tidx1,
"target_idx2": w_tidx2,
"intensity_target": w_tint,
},
)
# Show
display(ui, out)