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beale m hagan m demuth h deep learning toolbox reference r2023b

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Textbook in PDF format Deep Learning Functions. Deep Network Designer. Deep Network Quantizer. Experiment Manager. activations. AcceleratedFunction. accuracyMetric. adamupdate. addInputLayer. additionLayer. addLayers. addMetrics. addParameter. alexnet. analyzeNetwork. assembleNetwork. attention. augment. augmentedImageDatastore. augmentedImageSource. average. averagePooling1dLayer. averagePooling2dLayer. averagePooling3dLayer. avgpool. BaselineDistributionDiscriminator. batchnorm. batchNormalizationLayer. bilstmLayer. calibrate. checkLayer. classificationLayer. ClassificationOutputLayer. classify. classifyAndUpdateState. clearCache. clippedReluLayer. compressNetworkUsingProjection. concatenationLayer. confusionchart. confusionmat. ConfusionMatrixChart Properties. connectLayers. convolution1dLayer. convolution2dLayer. convolution3dLayer. crop2dLayer. crop3dLayer. crossChannelNormalizationLayer. crosschannelnorm. crossentropy. ctc. DAGNetwork. darknet19. darknet53. deepDreamImage. densenet201. depthConcatenationLayer. dims. dlaccelerate. dlarray. dlconv. dlfeval. dlgradient. dlmtimes. dlnetwork. predict. dlode45. dlquantizationOptions. dlquantizer. dlupdate. dltranspconv. disconnectLayers. distributionScores. dropoutLayer. efficientnetb0. eluLayer. embed. EnergyDistributionDiscriminator. equalizeLayers. estimateNetworkMetrics. estimateNetworkOutputBounds. experiments.Monitor. exportNetworkToTensorFlow. exportONNXNetwork. extractdata. featureInputLayer. finddim. findPlaceholderLayers. flattenLayer. forward. freezeParameters. fullyconnect. fullyConnectedLayer. functionLayer. functionToLayerGraph. gelu. geluLayer. getL2Factor. getLearnRateFactor. globalAveragePooling1dLayer. globalAveragePooling2dLayer. globalAveragePooling3dLayer. globalMaxPooling1dLayer. globalMaxPooling2dLayer. globalMaxPooling3dLayer. googlenet. gradCAM. groupedConvolution2dLayer. groupnorm. groupNormalizationLayer. groupSubPlot. gru. gruLayer. hasdata. HBOSDistributionDiscriminator. huber. imageDataAugmenter. image3dInputLayer. imageInputLayer. imageLIME. importCaffeLayers. importCaffeNetwork. importKerasLayers. importKerasNetwork. importNetworkFromPyTorch. importONNXFunction. importONNXLayers. importONNXNetwork. importTensorFlowLayers. importTensorFlowNetwork. inceptionresnetv2. inceptionv3. initialize. instancenorm. instanceNormalizationLayer. isdlarray. isequal. isequaln. isInNetworkDistribution. l1loss. l2loss. Layer. layerGraph. layernorm. layerNormalizationLayer. leakyrelu. leakyReluLayer. lbfgsState. lbfgsupdate. loadTFLiteModel. lstm. lstmLayer. lstmProjectedLayer. maxpool. maxPooling1dLayer. maxPooling2dLayer. maxPooling3dLayer. maxunpool. maxUnpooling2dLayer. minibatchqueue. mobilenetv2. mse. multiplicationLayer. nasnetlarge. nasnetmobile. networkDataLayout. networkDistributionDiscriminator. neuronPCA. next. occlusionSensitivity. ODINDistributionDiscriminator. onehotdecode. onehotencode. padsequences. partition. ONNXParameters. partitionByIndex. PlaceholderLayer. plot. predict. predictAndUpdateState. read. readByIndex. recordMetrics. regressionLayer. RegressionOutputLayer. reset. quantizationDetails. resetState. rmspropupdate. relu. reluLayer. removeLayers. removeParameter. replaceLayer. resnet18. resnet50. resnet101. resnetLayers. resnet3dLayers. ROCCurve Properties. rocmetrics. selfAttentionLayer. sequenceFoldingLayer. sequenceInputLayer. sequenceUnfoldingLayer. SeriesNetwork. setL2Factor. setLearnRateFactor. sgdmupdate. shuffle. shufflenet. sigmoid. sigmoidLayer. softmax. softmaxLayer. sortClasses. squeezenet. stripdims. summary. swishLayer. tanhLayer. taylorPrunableNetwork. trainingOptions. TrainingOptionsADAM. TrainingOptionsRMSProp. TrainingOptionsSGDM. trainingProgressMonitor. trainNetwork. transposedConv1dLayer. transposedConv2dLayer. transposedConv3dLayer. TransposedConvolution1DLayer. TransposedConvolution2DLayer. TransposedConvolution3dLayer. unfreezeParameters. TFLiteModel. predict. updateInfo. updatePrunables. updateScore. validate. verifyNetworkRobustness. quantize. vgg16. vgg19. vggish. xception. yamnet. Approximation, Clustering, and Control Functions. adapt. adaptwb. adddelay. boxdist. bttderiv. cascadeforwardnet. catelements. catsamples. catsignals. cattimesteps. cellmat. closeloop. combvec. compet. competlayer. con2seq. concur. configure. confusion. convwf. crossentropy. defaultderiv. dist. distdelaynet. divideblock. divideind. divideint. dividerand. dividetrain. dotprod. elliotsig. elliot2sig. elmannet. errsurf. extendts. feedforwardnet. fixunknowns. formwb. fpderiv. fromnndata. gadd. gdivide. gensim. genFunction. getelements. getsamples. getsignals. getsiminit. gettimesteps. getwb. gmultiply. gnegate. gpu2nndata. gridtop. gsqrt. gsubtract. hardlim. hardlims. hextop. ind2vec. init. initcon. initlay. initlvq. initnw. initwb. initzero. isconfigured. layrecnet. learncon. learngd. learngdm. learnh. learnhd. learnis. learnk. learnlv1. learnlv2. learnos. learnp. learnpn. learnsom. learnsomb. learnwh. linearlayer. linkdist. logsig. lvqnet. lvqoutputs. mae. mandist. mapminmax. mapstd. maxlinlr. meanabs. meansqr. midpoint. minmax. mse. narnet. narxnet. nctool. negdist. netinv. netprod. netsum. network. newgrnn. newlind. newpnn. newrb. newrbe. nftool. nncell2mat. nncorr. nndata. nndata2gpu. nndata2sim. nnsize. nnstart. nntool. nntraintool. noloop. normc. normprod. normr. nprtool. ntstool. num2deriv. num5deriv. numelements. numfinite. numnan. numsamples. numsignals. numtimesteps. openloop. patternnet. perceptron. perform. plotconfusion. plotep. ploterrcorr. ploterrhist. plotes. plotfit. plotinerrcorr. plotpc. plotperform. plotpv. plotregression. plotresponse. plotroc. plotsom. plotsomhits. plotsomnc. plotsomnd. plotsomplanes. plotsompos. plotsomtop. plottrainstate. plotv. plotvec. plotwb. pnormc. poslin. preparets. processpca. prune. prunedata. purelin. quant. radbas. radbasn. randnc. randnr. rands. randsmall. randtop. regression. removeconstantrows. removedelay. removerows. revert. roc. sae. satlin. satlins. scalprod. selforgmap. separatewb. seq2con. setelements. setsamples. setsignals. setsiminit. settimesteps. setwb. sim. sim2nndata. softmax. srchbac. srchbre. srchcha. srchgol. srchhyb. sse. staticderiv. sumabs. sumsqr. tansig. tapdelay. timedelaynet. tonndata. train. trainb. trainbfg. trainbr. trainbu. trainc. traincgb. traincgf. traincgp. traingd. traingda. traingdm. traingdx. trainlm. trainoss. trainr. trainrp. trainru. trains. trainscg. tribas. tritop. unconfigure. vec2ind. view. Neural Net Fitting. Neural Net Clustering. Neural Net Pattern Recognition. Neural Net Time Series. matlab.io.datastore.MiniBatchable class. read. matlab.io.datastore.BackgroundDispatchable class. readByIndex. matlab.io.datastore.PartitionableByIndex class. partitionByIndex. trainAutoencoder. trainSoftmaxLayer. Autoencoder class. decode. encode. generateFunction. generateSimulink. network. plotWeights. predict. stack. view. fitnet. Deep Learning Blocks. Image Classifier. Predict. Stateful Classify. Stateful Predict

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Beale M., Hagan M., Demuth H. Deep Learning Toolbox Reference R2023b.pdf 18.4 MB

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beale m hagan m demuth h deep learning toolbox reference r2023b

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