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Diffstat (limited to 'test/unit_tests/nnetwork.test.js')
| -rw-r--r-- | test/unit_tests/nnetwork.test.js | 17 |
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();
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