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神经网络

输入 计算 输出

分类问题、michael neisen andrew ng

逻辑回归

支持向量机

激活器  

前向传播

感知器MLP

预测精准度取决于他的权重和偏差

 

 

 

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RELU

Gating units - LSTM, GRU

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Text analytics

NLP - natural language processing

Vector

Dimensionlity reduction

word2vec/GloVe

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Vector algebra

Parallel processing: share mem/distributed computing

FPGA

ASIC (TPU/nervana)

data/model/pipeline parallelism

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Error

TP,FN,FP,TN: confusion marix

recall: TP/sum of positive

precision:TP/data points classified as positive (TP+FP)

multi class classification

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Tensorflow: python lib

Computational graph

Tensorflow vs Theano

Data parallelism

OpenCL support

TensorBoard

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