From 8376c00470181709667b57d1471197bcc2ab11e9 Mon Sep 17 00:00:00 2001
From: lluni <llunii+gitea@pm.me>
Date: Sun, 22 May 2022 01:17:06 +0200
Subject: [PATCH] Increased range of inital weights and biases to improve
 results

---
 .idea/workspace.xml        | 7 +------
 src/main/java/FCLayer.java | 4 ++--
 2 files changed, 3 insertions(+), 8 deletions(-)

diff --git a/.idea/workspace.xml b/.idea/workspace.xml
index 79fa19a..1e481d5 100644
--- a/.idea/workspace.xml
+++ b/.idea/workspace.xml
@@ -5,13 +5,8 @@
   </component>
   <component name="ChangeListManager">
     <list default="true" id="75a8c215-b746-4a4d-aa16-f3223c12b1ed" name="Changes" comment="Commented out not yet working code">
-      <change afterPath="$PROJECT_DIR$/src/main/java/ActivationFunctions.java" afterDir="false" />
-      <change afterPath="$PROJECT_DIR$/src/main/java/LossFunctions.java" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/.idea/gradle.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/gradle.xml" afterDir="false" />
       <change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/src/main/java/ActivationLayer.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/ActivationLayer.java" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/src/main/java/ExampleXOR.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/ExampleXOR.java" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/src/main/java/Network.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/Network.java" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/FCLayer.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/FCLayer.java" afterDir="false" />
     </list>
     <option name="SHOW_DIALOG" value="false" />
     <option name="HIGHLIGHT_CONFLICTS" value="true" />
diff --git a/src/main/java/FCLayer.java b/src/main/java/FCLayer.java
index e25a8c6..952d3f6 100644
--- a/src/main/java/FCLayer.java
+++ b/src/main/java/FCLayer.java
@@ -9,9 +9,9 @@ public class FCLayer extends Layer {
     public FCLayer(int inputSize, int outputSize) {
         Random random = new Random();
         weights = new SimpleMatrix(inputSize, outputSize, true,
-                random.doubles((long) inputSize*outputSize, -0.5, 0.5).toArray());
+                random.doubles((long) inputSize*outputSize, -1, 1).toArray());
         biases = new SimpleMatrix(1, outputSize, true,
-                random.doubles(outputSize, -0.5, 0.5).toArray());
+                random.doubles(outputSize, -1, 1).toArray());
     }
 
     @Override