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hub / github.com/DFin/Neural-Network-Visualisation / constructor

Method constructor

assets/main.js:1855–1903  ·  view source on GitHub ↗
(mlp, options)

Source from the content-addressed store, hash-verified

1853
1854class NeuralVisualizer {
1855 constructor(mlp, options) {
1856 this.mlp = mlp;
1857 this.options = Object.assign(
1858 {
1859 layerSpacing: 5.5,
1860 inputSpacing: 0.24,
1861 hiddenSpacing: 0.95,
1862 outputSpacing: 0.95,
1863 inputNodeSize: 0.18,
1864 hiddenNodeRadius: 0.22,
1865 maxConnectionsPerNeuron: 24,
1866 connectionRadius: 0.005,
1867 connectionWeightThreshold: 0,
1868 outputLabelOffset: 0.65,
1869 outputLabelScale: 0.48,
1870 showFpsOverlay: false,
1871 },
1872 options || {},
1873 );
1874 this.focusChangeCallback =
1875 typeof this.options.onNeuronFocusChange === "function" ? this.options.onNeuronFocusChange : null;
1876 delete this.options.onNeuronFocusChange;
1877 this.layerMeshes = [];
1878 this.connectionGroups = [];
1879 this.selectionConnectionGroups = [];
1880 this.tempObject = new THREE.Object3D();
1881 this.tempColor = new THREE.Color();
1882 this.tempQuaternion = new THREE.Quaternion();
1883 this.upVector = new THREE.Vector3(0, 1, 0);
1884 this.highlightColor = new THREE.Color(0x4da6ff);
1885 this.outputLabels = [];
1886 this.selectedNeuron = null;
1887 this.lastDisplayActivations = null;
1888 this.lastNetworkActivations = null;
1889 this.lastPreActivations = null;
1890 this.currentSelectionDetail = null;
1891 this.selectionCylinderGeometry = null;
1892 this.selectionConnectionRadiusMultiplier = 1.2;
1893 this.selectionConnectionData = null;
1894 this.selectionGlowSprite = null;
1895 this.maxConnectionWeightMagnitude = 0;
1896 this.raycaster = new THREE.Raycaster();
1897 this.pointerVector = new THREE.Vector2();
1898 this.pointerDown = null;
1899 this.initThreeScene();
1900 this.buildLayers();
1901 this.buildConnections();
1902 this.animate();
1903 }
1904
1905 initThreeScene() {
1906 this.scene = new THREE.Scene();

Callers

nothing calls this directly

Calls 4

initThreeSceneMethod · 0.95
buildLayersMethod · 0.95
buildConnectionsMethod · 0.95
animateMethod · 0.95

Tested by

no test coverage detected