diff options
Diffstat (limited to 'test/unit_tests')
| -rw-r--r-- | test/unit_tests/activationFunctions.test.js | 30 | ||||
| -rw-r--r-- | test/unit_tests/binaryConverter.test.js | 36 | ||||
| -rw-r--r-- | test/unit_tests/layer.test.js | 26 | ||||
| -rw-r--r-- | test/unit_tests/nnetwork.test.js | 32 |
4 files changed, 62 insertions, 62 deletions
diff --git a/test/unit_tests/activationFunctions.test.js b/test/unit_tests/activationFunctions.test.js index ed39405..4b68deb 100644 --- a/test/unit_tests/activationFunctions.test.js +++ b/test/unit_tests/activationFunctions.test.js @@ -3,21 +3,21 @@ const math = require('mathjs'); describe('Test Activation Function module', () => { - let result; - let testVector = [-2, -1, 0, 1, 2]; - testVector = math.matrix(testVector); - let testMatrix = math.matrix([testVector, testVector]); - - result = activationFunctionList['sigmoid'].gx(testVector); - result = activationFunctionList['sigmoid'].dg_dx(testVector); - - result = activationFunctionList['relu'].gx(testMatrix); - result = activationFunctionList['relu'].dg_dx(testMatrix); - - result = activationFunctionList['identity'].gx(testMatrix); - result = activationFunctionList['identity'].dg_dx(testMatrix); - - test.todo('Activation Function Tests'); + let result; + let testVector = [-2, -1, 0, 1, 2]; + testVector = math.matrix(testVector); + let testMatrix = math.matrix([testVector, testVector]); + + result = activationFunctionList['sigmoid'].gx(testVector); + result = activationFunctionList['sigmoid'].dg_dx(testVector); + + result = activationFunctionList['relu'].gx(testMatrix); + result = activationFunctionList['relu'].dg_dx(testMatrix); + + result = activationFunctionList['identity'].gx(testMatrix); + result = activationFunctionList['identity'].dg_dx(testMatrix); + + test.todo('Activation Function Tests'); }); diff --git a/test/unit_tests/binaryConverter.test.js b/test/unit_tests/binaryConverter.test.js index b6fb503..109dee1 100644 --- a/test/unit_tests/binaryConverter.test.js +++ b/test/unit_tests/binaryConverter.test.js @@ -4,29 +4,29 @@ const math = require('mathjs'); //import BinaryConverter from 'binaryConverter'; describe('Test BinaryConversion module', () => { - - let testConverter; - let testVector; - let testInteger; + + let testConverter; + let testVector; + let testInteger; - beforeEach(() => { - testConverter = new BinaryConverter(2); - testInteger = 2; - testVector = math.matrix([1, 0]); - }); + beforeEach(() => { + testConverter = new BinaryConverter(2); + testInteger = 2; + testVector = math.matrix([1, 0]); + }); - test('convert integer to binary array', () => { - testConverter.integer = testInteger; - expect(testConverter.inputActivation).toEqual(testVector); - }); + test('convert integer to binary array', () => { + testConverter.integer = testInteger; + expect(testConverter.inputActivation).toEqual(testVector); + }); - test('convert binary array to integer', () => { - testConverter.inputActivation = testVector; - expect(testConverter.integer).toEqual(testInteger); - }); + test('convert binary array to integer', () => { + testConverter.inputActivation = testVector; + expect(testConverter.integer).toEqual(testInteger); + }); - test.todo('Random array initializes correct integer'); + test.todo('Random array initializes correct integer'); }); diff --git a/test/unit_tests/layer.test.js b/test/unit_tests/layer.test.js index d7dcdb8..c570ceb 100644 --- a/test/unit_tests/layer.test.js +++ b/test/unit_tests/layer.test.js @@ -4,19 +4,19 @@ const math = require('mathjs'); describe('Test Layer module', () => { - let testLayer = new Layer(2, 3, 'relu'); - let testConv = new BinaryConverter(2); - - testConv.randomInput() - testLayer.forwardPropogation(testConv.inputActivation); - - testLayer = new Layer(2, 3, 'sigmoid'); - testLayer.forwardPropogation(testConv.inputActivation); - - testLayer = new Layer(2, 3, 'identity'); - testLayer.forwardPropogation(testConv.inputActivation); - - test.todo('Layer Tests'); + let testLayer = new Layer(2, 3, 'relu'); + let testConv = new BinaryConverter(2); + + testConv.randomInput() + testLayer.forwardPropogation(testConv.inputActivation); + + testLayer = new Layer(2, 3, 'sigmoid'); + testLayer.forwardPropogation(testConv.inputActivation); + + testLayer = new Layer(2, 3, 'identity'); + testLayer.forwardPropogation(testConv.inputActivation); + + test.todo('Layer Tests'); }); diff --git a/test/unit_tests/nnetwork.test.js b/test/unit_tests/nnetwork.test.js index d7d9348..d09a0d7 100644 --- a/test/unit_tests/nnetwork.test.js +++ b/test/unit_tests/nnetwork.test.js @@ -4,23 +4,23 @@ const math = require('mathjs'); describe('Test NNetwork module', () => { - // 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); - - // testConv.randomInput(); - // testNNetwork.forwardPropogation(testConv.inputActivation); - // testNNetwork.backPropogation(testConv.inputActivation, testConv.outputActivation); - - // testConv.randomInput(); - // testNNetwork.forwardPropogation(testConv.inputActivation); - // testNNetwork.backPropogation(testConv.inputActivation, testConv.outputActivation); - - // testNNetwork.gradientDescent(); + // 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); + + // testConv.randomInput(); + // testNNetwork.forwardPropogation(testConv.inputActivation); + // testNNetwork.backPropogation(testConv.inputActivation, testConv.outputActivation); + + // testConv.randomInput(); + // testNNetwork.forwardPropogation(testConv.inputActivation); + // testNNetwork.backPropogation(testConv.inputActivation, testConv.outputActivation); + + // testNNetwork.gradientDescent(); - test.todo('NNetwork Tests'); + test.todo('NNetwork Tests'); }); |