From 8eebf1079fbed2848ee47cf990f5def5926a0c1f Mon Sep 17 00:00:00 2001
From: Justin Wernick <justin@worthe-it.co.za>
Date: Tue, 19 Apr 2022 21:24:15 +0200
Subject: Refile for merging repos

---
 2015-spacebot/test/neural_network.cpp | 122 ++++++++++++++++++++++++++++++++++
 1 file changed, 122 insertions(+)
 create mode 100644 2015-spacebot/test/neural_network.cpp

(limited to '2015-spacebot/test/neural_network.cpp')

diff --git a/2015-spacebot/test/neural_network.cpp b/2015-spacebot/test/neural_network.cpp
new file mode 100644
index 0000000..418f5c4
--- /dev/null
+++ b/2015-spacebot/test/neural_network.cpp
@@ -0,0 +1,122 @@
+#include "catch.hpp"
+#include <sstream>
+
+#include "brain/neural_network.h"
+
+SCENARIO("network is read from istream")
+{
+    GIVEN("an empty config file")
+    {
+        std::stringstream file;
+        file << "" << std::endl;
+
+        WHEN ("the network is initialized")
+        {
+            NeuralNetwork network(std::move(file), 1, 2);
+	    
+            THEN("the specified number of inputs and outputs are created")
+            {
+                REQUIRE(network.numberOfSensors() == 1);
+                REQUIRE(network.numberOfOutputs() == 2);
+            }
+        }
+    }
+
+    GIVEN("a valid config file")
+    {
+        std::stringstream file;
+        file << "s0 n3 0.5" << std::endl;
+        file << "n3 n1 1" << std::endl;
+        file << "b0 n0 0.4" << std::endl;
+        file << "b0 n3 0.5" << std::endl;
+
+        WHEN("the network is initialized")
+        {
+            NeuralNetwork network(std::move(file), 1, 3);
+	    
+            THEN("the network is constructed correctly")
+            {
+                REQUIRE(network.linkExists("s0", "n3", 0.5));
+                REQUIRE(network.linkExists("n3", "n1", 1));
+                REQUIRE(network.linkExists("b0", "n0", 0.4));
+                REQUIRE(network.linkExists("b0", "n3", 0.5));
+            }
+            THEN("The network evaluates correctly")
+            {
+                network.setInput(0, 1);
+                REQUIRE(network.findMaxOutputIndex() == 1);
+            }
+        }
+    }
+
+    GIVEN("a valid recurrant config file")
+    {
+        std::stringstream file;
+        file << "s0 n3 0.5" << std::endl;
+        file << "n3 n1 1" << std::endl;
+        file << "b0 n0 0.4" << std::endl;
+        file << "b0 n3 0.5" << std::endl;
+        file << "n1 n3 0.5" << std::endl;
+
+        WHEN("the network converges")
+        {
+            NeuralNetwork network(std::move(file), 1, 3);
+	    
+            THEN("the network is constructed correctly")
+            {
+                network.setInput(0, 1);
+                REQUIRE(network.findMaxOutputIndex() == 1);
+            }
+        }
+    }
+
+    GIVEN("my handcoded config file")
+    {
+        std::stringstream file;
+        file << "b0 n0 20" << std::endl;
+        file << "s55 n3 10" << std::endl;
+        file << "b0 n4 -10" << std::endl;
+        file << "s59 n4 -50" << std::endl;
+        file << "s60 n4 20" << std::endl;
+        file << "b0 n6 10" << std::endl;
+        file << "s51 n6 -10" << std::endl;
+        file << "s53 n6 -10" << std::endl;
+        file << "n3 n0 -20" << std::endl;
+        file << "n4 n0 -20" << std::endl;
+        file << "n6 n0 -20" << std::endl;
+        file << "n3 n4 -20" << std::endl;
+        file << "n6 n3 -20" << std::endl;
+        file << "n6 n4 -20" << std::endl;
+
+        WHEN("the netwok is constructed")
+        {
+            std::vector<bool> sensors(61);
+            
+            NeuralNetwork network(std::move(file), sensors, 7);
+            THEN("it is constructred correctly")
+            {
+                REQUIRE(network.linkExists("b0", "n0", 20));
+                REQUIRE(network.linkExists("s55", "n3", 10));
+                REQUIRE(network.linkExists("b0", "n4", -10));
+                REQUIRE(network.linkExists("s59", "n4", -50));
+                REQUIRE(network.linkExists("s60", "n4", 20));
+                REQUIRE(network.linkExists("b0", "n6", 10));
+                REQUIRE(network.linkExists("s51", "n6", -10));
+                REQUIRE(network.linkExists("s53", "n6", -10));
+                REQUIRE(network.linkExists("n3", "n0", -20));
+                REQUIRE(network.linkExists("n4", "n0", -20));
+                REQUIRE(network.linkExists("n6", "n0", -20));
+                REQUIRE(network.linkExists("n3", "n4", -20));
+                REQUIRE(network.linkExists("n6", "n3", -20));
+                REQUIRE(network.linkExists("n6", "n4", -20));
+            }
+
+            THEN("it has the right number of nodes and sensors")
+            {
+                REQUIRE(network.numberOfSensors() == 61);
+                REQUIRE(network.numberOfOutputs() == 7);
+                REQUIRE(network.numberOfNeurons() == 7);
+            }
+        }
+    }
+}
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