ml/TAGS at master · shinucla/ml · GitHub

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src/main/angular/styles.css,98
h2,7,106
.neural-input .images img:hover,hover41,581
.neural-input .previous-page,page45,681

src/main/angular/typings/globals/node/index.d.ts,35
    function internal(2576,109876

src/main/angular/typings/globals/jasmine/index.d.ts,457
    function any(49,2569
    function anything(50,2605
    function arrayContaining(51,2635
    function objectContaining(52,2697
    function createSpy(53,2759
    function createSpyObj(54,2825
    function createSpyObj<createSpyObj55,2895
    function pp(56,2966
    function getEnv(57,3003
    function addCustomEqualityTester(58,3031
    function addMatchers(59,3113
    function stringMatching(60,3179
    function stringMatching(61,3226

src/main/angular/typings/globals/core-js/index.d.ts,1468
    function apply(857,32251
    function construct(858,32344
    function defineProperty(859,32439
    function deleteProperty(860,32548
    function enumerate(861,32625
    function get(862,32685
    function getOwnPropertyDescriptor(863,32763
    function getPrototypeOf(864,32861
    function has(865,32908
    function isExtensible(866,32974
    function ownKeys(867,33023
    function preventExtensions(868,33078
    function set(869,33132
    function setPrototypeOf(870,33226
        function apply(1290,53616
        function construct(1291,53713
        function defineProperty(1292,53795
        function deleteProperty(1293,53908
        function enumerate(1294,53989
        function get(1295,54053
        function getOwnPropertyDescriptor(1296,54135
        function getPrototypeOf(1297,54237
        function has(1298,54288
        function has(1299,54353
        function isExtensible(1300,54418
        function ownKeys(1301,54471
        function preventExtensions(1302,54530
        function set(1303,54588
        function setPrototypeOf(1304,54686
    function setTimeout(1468,62671
    function setInterval(1470,62750
    function setImmediate(1472,62830
    function clearImmediate(1474,62899
    function $for<$for1476,62951
    function isIterable(1478,63006
    function getIterator<getIterator1480,63053
    function addLocale(1487,63199
    function locale(1489,63267
    function delay(1491,63312

src/main/angular/typings/modules/lodash/index.d.ts,120
var _: _.LoDashStatic;LoDashStatic236,6758
namespace _ 238,6782
export 18555,451500
interface Map<K,K18558,451557

src/main/angular/app/main.ts,22
const platform 5,120

src/main/angular/app/matrix.ts,45
export class Matrix 1,0
  constructor(2,22

src/main/angular/app/image.service.ts,195
@Injectable(12,325
export class ImageService 13,339
  constructor(14,367
  getImages(16,404
  predictImage(20,523
  private extractImageData(24,683
  private extractImagePrediction(30,840

src/main/angular/app/tuple.ts,20
  constructor(2,24

src/main/angular/app/image.ts,44
export class Image 1,0
  constructor(2,21

src/main/java/math/Matrix.java,980
public class Matrix 6,96
  private double[][] val;Matrix.val7,118
  public Matrix(Matrix.Matrix9,145
  public Matrix(Matrix.Matrix13,218
  public Matrix(Matrix.Matrix20,443
  public Matrix transpose(Matrix.transpose24,493
  public Matrix incrementBy(Matrix.incrementBy29,606
  public Matrix decrementBy(Matrix.decrementBy33,702
  public Matrix multiplyBy(Matrix.multiplyBy37,798
  public Matrix multiplyBy(Matrix.multiplyBy41,893
  public Matrix add(Matrix.add45,978
  public Matrix subtract(Matrix.subtract52,1135
  public Matrix multiply(Matrix.multiply59,1297
  public Matrix dot(Matrix.dot64,1421
  public double scalar(Matrix.scalar84,2001
  public int getRow(Matrix.getRow94,2284
  public int getColumn(Matrix.getColumn95,2329
  public Matrix set(Matrix.set97,2400
  public Matrix set(Matrix.set102,2495
  public Matrix set(Matrix.set112,2720
  public double get(Matrix.get122,2936
  public String toString(Matrix.toString124,2993

src/main/java/collection/Tuple.java,130
public class Tuple<Tuple3,21
  public final T x;Tuple.x4,45
  public final T y;Tuple.y5,65
  public Tuple(Tuple.Tuple7,86

src/main/java/ml/data/MNist.java,591
public final class MNist 14,279
  private MNist(MNist.MNist15,306
  public static Matrix[] readInput(MNist.readInput17,328
  public static Matrix readInput(MNist.readInput52,1209
  public static int[] readLabels(MNist.readLabels82,1934
  public static BufferedImage matrixToImage(MNist.matrixToImage104,2453
  public static Matrix imageToMatrix(MNist.imageToMatrix115,2802
  public static int countImages(MNist.countImages126,3101
  private static void fill(MNist.fill138,3400
  private static int asInt(MNist.asInt147,3592
  private static void skip(MNist.skip151,3734

src/main/java/ml/nn/CrossEntropyCostFunction.java,163
public class CrossEntropyCostFunction 5,37
  public double cost(CrossEntropyCostFunction.cost6,102
  public Matrix delta(CrossEntropyCostFunction.delta21,495

src/main/java/ml/nn/ICostFunction.java,37
public interface ICostFunction 5,37

src/main/java/ml/nn/ActivationFunctions.java,379
public final class ActivationFunctions 3,16
  private ActivationFunctions(ActivationFunctions.ActivationFunctions4,57
  public static double sigmoid(ActivationFunctions.sigmoid6,93
  public static double dsigmoid(ActivationFunctions.dsigmoid10,180
  public static double tanh(ActivationFunctions.tanh14,271
  public static double dtanh(ActivationFunctions.dtanh18,341

src/main/java/ml/nn/DigitRecognition.java,1373
public class DigitRecognition 11,157
  private static final File DATA_DIR DigitRecognition.DATA_DIR12,189
  private static final File TRAINING_INPUT_FILE DigitRecognition.TRAINING_INPUT_FILE13,269
  private static final File TRAINING_LABEL_FILE DigitRecognition.TRAINING_LABEL_FILE14,369
  private static final File TEST_INPUT_FILE DigitRecognition.TEST_INPUT_FILE15,469
  private static final File TEST_LABEL_FILE DigitRecognition.TEST_LABEL_FILE16,564
  private static final File NETWORK_FILE DigitRecognition.NETWORK_FILE17,659
  public static void main(DigitRecognition.main19,738
  public static void train(DigitRecognition.train26,835
  public static void test(DigitRecognition.test43,1402
  public static java.awt.image.BufferedImage readTestImage(DigitRecognition.readTestImage64,2018
  public static int countTestImages(DigitRecognition.countTestImages70,2172
  public static Tuple<Matrix> predict(DigitRecognition.predict76,2287
  private static Matrix readTestInput(DigitRecognition.readTestInput84,2535
  private static List<Tuple<Matrix>> neuralTuples(DigitRecognition.neuralTuples90,2666
  private static Matrix asNeuralInput(DigitRecognition.asNeuralInput100,2946
  private static Matrix asNeuralOutput(DigitRecognition.asNeuralOutput110,3244
  private static int fromNeuralOutput(DigitRecognition.fromNeuralOutput117,3383

src/main/java/ml/nn/QuadraticCostFunction.java,340
public class QuadraticCostFunction 7,80
  private DoubleFunction<Double> dactivationFunction;QuadraticCostFunction.dactivationFunction8,142
  public QuadraticCostFunction(QuadraticCostFunction.QuadraticCostFunction10,197
  public double cost(QuadraticCostFunction.cost14,331
  public Matrix delta(QuadraticCostFunction.delta25,586

src/main/java/ml/nn/NeuralNetwork.java,1208
public class NeuralNetwork 21,465
  private int layers;NeuralNetwork.layers22,494
  private List<Matrix> bs;NeuralNetwork.bs23,516
  private List<Matrix> ws;NeuralNetwork.ws24,543
  private ICostFunction cost NeuralNetwork.cost25,570
  private DoubleFunction<Double> activationFunction NeuralNetwork.activationFunction26,633
  private DoubleFunction<Double> dactivationFunction NeuralNetwork.dactivationFunction27,717
  public NeuralNetwork(NeuralNetwork.NeuralNetwork29,804
  public NeuralNetwork(NeuralNetwork.NeuralNetwork45,1329
  public void train(NeuralNetwork.train51,1406
  public void train(NeuralNetwork.train60,1716
  public Matrix predict(NeuralNetwork.predict86,2501
  public void save(NeuralNetwork.save90,2569
  public void restore(NeuralNetwork.restore116,3283
  private void sgd(NeuralNetwork.sgd147,4165
  private Matrix feedforward(NeuralNetwork.feedforward168,4954
  private Tuple<List<Matrix>> backprop(NeuralNetwork.backprop181,5198
  private <T> void zip(NeuralNetwork.zip215,6180
  private List<Matrix> zeros(NeuralNetwork.zeros221,6349
  private Matrix get(NeuralNetwork.get231,6548
  private Matrix normalize(NeuralNetwork.normalize238,6698

src/main/java/App.java,277
public class App 10,160
  public static void main(App.main11,179
  private static Object predictTestImage(App.predictTestImage19,467
  private static Object readTestImageCount(App.readTestImageCount27,727
  private static Object readTestImage(App.readTestImage39,1002

src/main/angular/app/rxjs-operators.ts,0

src/main/angular/app/app.component.ts,0

src/main/angular/app/app.module.ts,0

src/main/angular/typings/index.d.ts,0