c=dict(crop=(0.35, 0.45), center=0.4),
d=dict(crop=(0.45, 0.55), center=0.5),
e=dict(crop=(0.55, 0.65), center=0.6),
f=dict(crop=(0.65, 0.75), center=0.7),
)
COLORS_272 = np.load(os.path.join(os.path.dirname(__file__),
'..', 'tools', 'colors_272.npy'))
RE_COMPUTE_ENTROPY = False
NUM_BINS = 10
TMP_DIR = os.path.join('.', 'tmp_mutual')
if not os.path.exists(TMP_DIR):
os.mkdir(TMP_DIR)
DRAWER = Drawer()
SHOW = False
# %% Tools
def hist(x, y, num_bins=NUM_BINS):
_range = (min((min(x), min(y))), max((max(x), max(y))))
x_hist, edges = np.histogram(x, bins=num_bins, range=_range)
y_hist, _ = np.histogram(y, bins=edges)
xy_hist, _, _ = np.histogram2d(x, y, bins=(edges, edges), range=_range)
return (x_hist / num_bins,
y_hist / num_bins,
np.ravel(xy_hist) / num_bins)
def __init__(self, title_prefix='', show=False):
self.epochs = None
self.drawer = Drawer()
self.title_prefix = title_prefix
self.show = show