initial commit

1 files changed, 17 insertions, 0 deletions

diff --git a/test/unit_tests/nnetwork.test.js b/test/unit_tests/nnetwork.test.js
new file mode 100644
index 0000000..efc3f6e
--- /dev/null
+++ b/test/unit_tests/nnetwork.test.js
@@ -0,0 +1,17 @@
+console.log('Hello from nnetwork.test.js');
+
+let testConv = new BinaryConverter(2);
+let nodeCounts = [testConv._inputDigits, 3, testConv._outputDigits];
+let afns = ['identity', 'relu', 'identity'];
+
+let testNNetwork = new NNetwork(nodeCounts, afns, 0.1);
+
+console.log(testConv.randomInput());
+console.log(testNNetwork.forwardPropogation(testConv.inputActivation));
+console.log(testNNetwork.backPropogation(testConv.inputActivation, testConv.outputActivation));
+
+console.log(testConv.randomInput());
+console.log(testNNetwork.forwardPropogation(testConv.inputActivation));
+console.log(testNNetwork.backPropogation(testConv.inputActivation, testConv.outputActivation));
+
+testNNetwork.gradientDescent();
\ No newline at end of file