Functions — github.com/poloclub/cnn-explainer

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Functions98 in github.com/poloclub/cnn-explainer

⨍ Functions 98 ◇ Types & classes 9

↓ 15 callersFunctionmoveLayerX

(arg)

src/overview/intermediate-utils.js:32

↓ 13 callersFunctiondrawArrow

(arg)

src/overview/intermediate-utils.js:244

↓ 12 callersMethodcall

(self, x)

tiny-vgg/tiny-vgg.py:196

↓ 12 callersFunctiondrawIntermediateLayerLegend

(arg)

src/overview/intermediate-utils.js:146

↓ 10 callersFunctionaddOverlayGradient

(gradientID, stops, group)

src/overview/intermediate-utils.js:103

↓ 10 callersFunctioninit2DArray

(height, width, fill)

src/utils/cnn.js:164

↓ 8 callersFunctiongappedColorScale

(colorScale, range, value, gap)

src/overview/draw-utils.js:142

↓ 7 callersFunctionaddOverlayRect

(gradientName, x, y, width, height)

src/overview/intermediate-draw.js:1107

↓ 6 callersFunctionconvolute

(curLayer)

src/utils/cnn.js:337

↓ 6 callersFunctiongetInputKnot

(point)

src/overview/draw-utils.js:87

↓ 6 callersFunctiongetOutputKnot

(point)

src/overview/draw-utils.js:76

↓ 6 callersFunctionrelu

(curLayer)

src/utils/cnn.js:386

↓ 5 callersFunctionmatrixSlice

(mat, xs, xe, ys, ye)

src/utils/cnn.js:221

↓ 5 callersFunctionnormalizedColor

src/overview/intermediate-utils.js:165

↓ 4 callersFunctionaddUnderneathRect

(curLayerIndex, i, leftX, intermediateGap, padding, intermediateNodeMouseOverHandler, intermediateNodeMous

src/overview/intermediate-draw.js:1068

↓ 4 callersFunctiondrawIntermediateLayer

(curLayerIndex, leftX, rightX, rightStart, intermediateGap, d, i, intermediateNodeMouseOverHandler, interm

src/overview/intermediate-draw.js:406

↓ 4 callersFunctiondrawIntermediateLayerAnnotation

(arg)

src/overview/intermediate-draw.js:839

↓ 4 callersFunctiondrawOutput

(d, i, g, range)

src/overview/overview-draw.js:60

↓ 3 callersFunctiongetExtent

(array)

src/overview/draw-utils.js:10

↓ 3 callersFunctionlogitCircleMouseLeaveHandler

(i)

src/overview/flatten-draw.js:162

↓ 3 callersFunctionlogitCircleMouseOverHandler

(i)

src/overview/flatten-draw.js:116

↓ 3 callersFunctionmaxPooling

(curLayer)

src/utils/cnn.js:434

↓ 3 callersFunctionmoveLegend

(d, i, g, moveX, duration, restore)

src/overview/flatten-draw.js:88

↓ 3 callersFunctionprepare_for_training

(dataset, batch_size=32, cache=True, shuffle_buffer_size=1000)

tiny-vgg/tiny-vgg.py:138

↓ 3 callersFunctionredrawLayerIfNeeded

(curLayerIndex, i)

src/overview/intermediate-draw.js:1136

↓ 2 callersFunctionanimateEdge

(d, i, g, dashoffset)

src/overview/intermediate-draw.js:380

↓ 2 callersFunctionanimationButtonClicked

(curLayerIndex)

src/overview/intermediate-draw.js:297

↓ 2 callersFunctionarray2d

(height, width, f)

src/detail-view/DetailviewUtils.js:7

↓ 2 callersFunctiondrawOutputScore

(d, i, g, scale)

src/overview/overview-draw.js:128

↓ 2 callersFunctionflattenMouseLeaveHandler

(d)

src/overview/flatten-draw.js:1150

↓ 2 callersFunctionflattenMouseOverHandler

(d)

src/overview/flatten-draw.js:1115

↓ 2 callersFunctiongetLegendGradient

(g, colorScale, gradientName, min, max)

src/overview/overview-draw.js:197

↓ 2 callersFunctionimageDataTo3DArray

(imageData)

src/utils/cnn.js:246

↓ 2 callersFunctionmatrixAdd

(mat1, mat2)

src/utils/cnn.js:198

↓ 2 callersFunctionsingleConv

(input, kernel, stride=1, padding=0)

src/utils/cnn.js:306

↓ 2 callersFunctionslidingAnimation

()

src/overview/intermediate-draw.js:199

↓ 2 callersFunctionstartIntermediateAnimation

(kernelGroupInput, kernelGroupResult, tickTime1D, stride)

src/overview/intermediate-draw.js:246

↓ 2 callersFunctionstartOutputAnimation

(kernelGroup, tickTime1D, stride, delay, curLayerIndex)

src/overview/intermediate-draw.js:197

↓ 1 callersFunctionarray1d

(length, f)

src/detail-view/DetailviewUtils.js:3

↓ 1 callersFunctionconstructCNNFromOutputs

(allOutputs, model, inputImageTensor)

src/utils/cnn-tf.js:63

↓ 1 callersFunctionconstructNN

(inputImageFile)

src/utils/cnn.js:136

↓ 1 callersFunctionconstructNNFromJSON

(nnJSON, inputImageArray)

src/utils/cnn.js:42

↓ 1 callersFunctioncreateIntermediateNode

(curLayerIndex, selectedI, groupLayer, x, y, nodeIndex, stride, intermediateNodeMouseOverHandler, intermed

src/overview/intermediate-draw.js:143

↓ 1 callersFunctioncropCentralSquare

(arr)

src/utils/cnn-tf.js:281

↓ 1 callersFunctiondrawIntermidiateImage

(image, range, colorScale, length, dataMatrix)

src/overview/intermediate-draw.js:84

↓ 1 callersFunctiondrawLegends

(legends, legendHeight)

src/overview/overview-draw.js:224

↓ 1 callersFunctiondrawLogitLayer

(arg)

src/overview/flatten-draw.js:216

↓ 1 callersFunctiondrawOneEdgeGroup

()

src/overview/flatten-draw.js:322

↓ 1 callersFunctionflatten

(curLayer)

src/utils/cnn.js:450

↓ 1 callersFunctiongetInputImageArray

(imgFile)

src/utils/cnn.js:274

↓ 1 callersFunctiongetInputImageArray

(imgFile, normalize=true)

src/utils/cnn-tf.js:349

↓ 1 callersFunctiongetLinkData

(nodeCoordinate, cnn)

src/overview/draw-utils.js:99

↓ 1 callersFunctiongetMidCoords

(svg, elem)

src/overview/draw-utils.js:49

↓ 1 callersFunctiongetVisualizationSizeConstraint

(imageLength)

src/detail-view/DetailviewUtils.js:59

↓ 1 callersFunctionimageDataTo3DTensor

(imageData, width, height, normalize=true)

src/utils/cnn-tf.js:311

↓ 1 callersFunctionmatrixDot

(mat1, mat2)

src/utils/cnn.js:179

↓ 1 callersFunctionmatrixMax

(mat)

src/utils/cnn.js:229

↓ 1 callersFunctionremoveLogitLayer

()

src/overview/flatten-draw.js:599

↓ 1 callersFunctionsingleMaxPooling

(mat, kernelWidth=2, stride=2, padding='VALID')

src/utils/cnn.js:405

↓ 1 callersFunctionsingleRelu

(mat)

src/utils/cnn.js:366

↓ 1 callersFunctionsoftmaxClicked

(arg)

src/overview/flatten-draw.js:616

↓ 1 callersFunctiontest_step

(image_batch, label_batch)

tiny-vgg/tiny-vgg.py:244

↓ 1 callersFunctiontrain_step

(image_batch, label_batch)

tiny-vgg/tiny-vgg.py:220

↓ 1 callersFunctionvali_step

(image_batch, label_batch)

tiny-vgg/tiny-vgg.py:235

Method__init__

(self, filters=10)

tiny-vgg/tiny-vgg.py:179

Functioncompute_input_multiplies_with_weight

(hoverH, hoverW, padded_input_size, weight_dims, outputMappings

src/detail-view/DetailviewUtils.js:27

FunctionconstructCNN

(inputImageFile, model)

src/utils/cnn-tf.js:239

Methodconstructor

* Class structure for each neuron node. * * @param {string} layerName Name of the node's layer. * @param {int} index Index of this node in i

src/utils/cnn.js:21

Methodconstructor

(source, dest, weight)

src/utils/cnn.js:35

Methodconstructor

* Class structure for each neuron node. * * @param {string} layerName Name of the node's layer. * @param {int} index Index of this node in i

src/utils/cnn-tf.js:26

Methodconstructor

* Class structure for each link between two nodes. * * @param {Node} source Source node. * @param {Node} dest Target node. * @param {numb

src/utils/cnn-tf.js:48

Functionconvert_h5_to_json

Helper function to convert tf2 stored model h5 file to a customized json format. Args: model_h5_file(string): filename of the st

src/utils/utlis.py:7

Functioncreate_class_dict

()

tiny-vgg/tiny-vgg.py:17

Functioncreate_val_class_dict

()

tiny-vgg/tiny-vgg.py:36

FunctiondrawCNN

(width, height, cnnGroup, nodeMouseOverHandler, nodeMouseLeaveHandler, nodeClickHandler)

src/overview/overview-draw.js:406

FunctiondrawConv1

(curLayerIndex, d, i, width, height, intermediateNodeMouseOverHandler, intermediateNodeMouseLeaveHandler,

src/overview/intermediate-draw.js:1194

FunctiondrawConv2

(curLayerIndex, d, i, width, height, intermediateNodeMouseOverHandler, intermediateNodeMouseLeaveHandler,

src/overview/intermediate-draw.js:1335

FunctiondrawConv3

(curLayerIndex, d, i, width, height, intermediateNodeMouseOverHandler, intermediateNodeMouseLeaveHandler,

src/overview/intermediate-draw.js:1465

FunctiondrawConv4

(curLayerIndex, d, i, width, height, intermediateNodeMouseOverHandler, intermediateNodeMouseLeaveHandler,

src/overview/intermediate-draw.js:1601

FunctiondrawCustomImage

(image, inputLayer)

src/overview/overview-draw.js:138

FunctiondrawFlatten

(curLayerIndex, d, i, width, height)

src/overview/flatten-draw.js:998

FunctionfullyConnect

(curLayer)

src/utils/cnn.js:463

FunctiongenerateOutputMappings

(stride, output, kernelLength, padded_input_size, dilation)

src/detail-view/DetailviewUtils.js:11

FunctiongetDataRange

(image)

src/detail-view/DetailviewUtils.js:65

FunctiongetMatrixSliceFromInputHighlights

(matrix, highlights, kernelLength)

src/detail-view/DetailviewUtils.js:42

FunctiongetMatrixSliceFromOutputHighlights

(matrix, highlights)

src/detail-view/DetailviewUtils.js:50

FunctiongridData

(image, constraint=getVisualizationSizeConstraint(image.length))

src/detail-view/DetailviewUtils.js:78

FunctionloadTrainedModel

(modelFile)

src/utils/cnn-tf.js:420

Functionprepare_for_testing

(dataset, batch_size=32, cache=True)

tiny-vgg/tiny-vgg.py:157

Functionprocess_path_test

Get the (class label, processed image) pair of the given image path. This funciton uses python primitives, so you need to use tf.py_funciton

tiny-vgg/tiny-vgg.py:104

Functionprocess_path_train

Get the (class label, processed image) pair of the given image path. This funciton uses python primitives, so you need to use tf.py_funciton

tiny-vgg/tiny-vgg.py:71

FunctionsoftmaxDetailViewMouseLeaveHandler

(event)

src/overview/flatten-draw.js:212

FunctionsoftmaxDetailViewMouseOverHandler

(event)

src/overview/flatten-draw.js:207

Functionsplit_val_data

()

tiny-vgg/tiny-vgg.py:57

src/overview/overview-draw.js:721

FunctionupdateCNNLayerRanges

()

src/overview/overview-draw.js:834

FunctionwriteBundle

()

rollup_start_dev.js:6