Create network.py

supervised/network.py

@@ -0,0 +1,38 @@
+#
+#  Eval Network
+#  Testing neural network evaluation.
+#  Copyright Megalodon Chess 2021
+#
+#  This program is free software: you can redistribute it and/or modify
+#  it under the terms of the GNU General Public License as published by
+#  the Free Software Foundation, either version 3 of the License, or
+#  (at your option) any later version.
+#
+#  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 <https://www.gnu.org/licenses/>.
+#
+
+import os
+import numpy as np
+import tensorflow as tf
+from tensorflow.keras import layers
+
+PARENT = os.path.dirname(os.path.realpath(__file__))
+PATH = os.path.join(PARENT, "out.dat")
+
+
+positions = []
+evals = []
+with open(PATH, "rb") as file:
+    while True:
+        pos = file.read(64)
+        if len(pos) < 64:
+            break
+        ev = file.read(4)
+        if len(ev) < 4:
+            break