From dbd0506e4c9bee20a1858f122be8ae9b6cf33145 Mon Sep 17 00:00:00 2001
From: Trygve <trygve@posteo.net>
Date: Wed, 25 Oct 2023 14:12:34 +0200
Subject: [PATCH] uke5

---
 uke5.py | 25 +++++++++++++++++++++++++
 1 file changed, 25 insertions(+)
 create mode 100644 uke5.py

diff --git a/uke5.py b/uke5.py
new file mode 100644
index 0000000..54749ca
--- /dev/null
+++ b/uke5.py
@@ -0,0 +1,25 @@
+import numpy as np
+
+def relu(y):
+    return np.maximum(0, y)
+
+def layer(W, x, b):
+    return relu(W @ x + b)
+
+n = [64,128,128,128,10]
+
+print(f"Dimensions: {n}")
+
+# First layer
+x = np.random.rand(n[0])
+b = np.random.rand(n[1])
+y = np.random.rand(128,64)
+
+y = layer(y, x, b)
+
+for i in range(2, len(n)):
+    W = np.random.rand(n[i], n[i - 1])
+    b = np.random.rand(n[i])
+    y = layer(W, y, b)
+
+print(y)