1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
|
from matplotlib import pyplot as plt
from sunlab.common.data.shape_dataset import ShapeDataset
from sunlab.globals import DIR_ROOT
def apply_boundary(
model_loc=DIR_ROOT + "models/current_model/",
border_thickness=3,
include_transition_regions=False,
threshold=0.7,
alpha=1,
_plt=None,
):
"""# Apply Boundary to Plot
Use Pregenerated Boundary by Default for Speed"""
from sunlab.common.scaler import MaxAbsScaler
import numpy as np
if _plt is None:
_plt = plt
if (model_loc == model_loc) and (border_thickness == 3) and (threshold == 0.7):
XYM = np.load(DIR_ROOT + "extra_data/OutlineXYM.npy")
XY = XYM[:2, :, :]
if include_transition_regions:
outline = XYM[3, :, :]
else:
outline = XYM[2, :, :]
_plt.pcolor(XY[0, :, :], XY[1, :, :], outline, cmap="gray", alpha=alpha)
return
raise NotImplemented("Not Yet Implemented for PyTorch!")
plt.apply_boundary = apply_boundary
|
