X-Git-Url: https://www.fleuret.org/cgi-bin/gitweb/gitweb.cgi?a=blobdiff_plain;f=mi_estimator.py;h=47381ef3007bf511341dbb0aa3dbc654a45e29a2;hb=5ab8211805831629148d7b436b8770590f1987b0;hp=02e9db9c52280850ce24990fcaa5a738631a6b57;hpb=b0e213a468726f721990fdbe0837cc6cdce10427;p=pytorch.git
diff --git a/mi_estimator.py b/mi_estimator.py
index 02e9db9..47381ef 100755
--- a/mi_estimator.py
+++ b/mi_estimator.py
@@ -1,22 +1,9 @@
#!/usr/bin/env python
-#########################################################################
-# This program is free software: you can redistribute it and/or modify #
-# it under the terms of the version 3 of the GNU General Public License #
-# as published by the Free Software Foundation. #
-# #
-# This program is distributed in the hope that it will be useful, but #
-# WITHOUT ANY WARRANTY; without even the implied warranty of #
-# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU #
-# General Public License for more details. #
-# #
-# You should have received a copy of the GNU General Public License #
-# along with this program. If not, see . #
-# #
-# Written by Francois Fleuret, (C) Idiap Research Institute #
-# #
-# Contact for comments & bug reports #
-#########################################################################
+# Any copyright is dedicated to the Public Domain.
+# https://creativecommons.org/publicdomain/zero/1.0/
+
+# Written by Francois Fleuret
import argparse, math, sys
from copy import deepcopy
@@ -239,7 +226,7 @@ def create_sequences_pairs(train = False):
class NetForImagePair(nn.Module):
def __init__(self):
- super(NetForImagePair, self).__init__()
+ super().__init__()
self.features_a = nn.Sequential(
nn.Conv2d(1, 16, kernel_size = 5),
nn.MaxPool2d(3), nn.ReLU(),
@@ -270,7 +257,7 @@ class NetForImagePair(nn.Module):
class NetForImageValuesPair(nn.Module):
def __init__(self):
- super(NetForImageValuesPair, self).__init__()
+ super().__init__()
self.features_a = nn.Sequential(
nn.Conv2d(1, 16, kernel_size = 5),
nn.MaxPool2d(3), nn.ReLU(),
@@ -319,7 +306,7 @@ class NetForSequencePair(nn.Module):
)
def __init__(self):
- super(NetForSequencePair, self).__init__()
+ super().__init__()
self.nc = 32
self.nh = 256