
Machine Learning
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Filbert的榛子
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【机器学习-吴恩达】Week4 神经网络表示
文章目录TerminologyNeural Networks: RepresentationMotivationsNon-linear HypothesesNeurons and the BrainNeural NetworksModel RepresentationNeuron in the brainNeuron model: Logistic unitNeural NetworkcomputationsForward propagation: Vectorized implementationElem原创 2022-05-02 19:36:59 · 1429 阅读 · 1 评论 -
【机器学习-吴恩达】Week3 分类问题——逻辑回归&正则化
文章目录TerminologyLogistic RegressionClassification and RepresentationClassificationlinear regression to a classification problemLogistic Regression - a classification algorithmHypothesis RepresentationLogistic Regression ModelSigmoid(Logistic) function -- g(原创 2022-04-28 22:29:55 · 2292 阅读 · 0 评论 -
【机器学习-吴恩达】Week2 多变量线性回归——梯度下降&正规方程
文章目录TerminologyMultivariate Linear RegressionHypothesisGradient descent for multiple variablesGradient Descent in Practice I - Feature ScalingFeature ScalingMean NormalizationGradient Descent in Practice II - Learning RateFeatures and Polynomial Regression原创 2022-04-18 12:23:01 · 1492 阅读 · 0 评论 -
【机器学习-吴恩达】Week1 介绍&线性回归之梯度下降
文章目录TerminologySupervised LearningExampleRegression (real-valued output)Classification (discrete-valued output)Unsupervised LearningExampleClusteringNon-clusteringCocktail party problemLinear Regression with One Variable/ Univariate Linear RegressionModel原创 2022-04-15 17:23:39 · 1286 阅读 · 0 评论