模式识别
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模式识别
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
8.CNN
Indico
RELU
Gating units - LSTM, GRU
Text analytics
NLP - natural language processing
Vector
Dimensionlity reduction
word2vec/GloVe
Vector algebra
Parallel processing: share mem/distributed computing
FPGA
ASIC (TPU/nervana)
data/model/pipeline parallelism
Error
TP,FN,FP,TN: confusion marix
recall: TP/sum of positive
precision:TP/data points classified as positive (TP+FP)
multi class classification
Tensorflow: python lib
Computational graph
Tensorflow vs Theano
Data parallelism
OpenCL support
TensorBoard