DDC 006.31
Tác giả CN Goodfellow, Ian
Nhan đề Deep learning / Ian Goodfellow, Yoshua Bengio, and Aaron Courville
Thông tin xuất bản Cambridge, Massachusetts : The MIT Press, 2016
Mô tả vật lý 775 tr. ; cm.
Tóm tắt Applied math and machine learning basics. Linear algebra -- Probability and information theory -- Numerical computation -- Machine learning basics -- Deep networks: modern practices. Deep feedforward networks -- Regularization for deep learning -- Optimization for training deep models -- Convolutional networks -- Sequence modeling: recurrent and recursive nets -- Practical methodology -- Applications -- Deep learning research. Linear factor models -- Autoencoders -- Representation learning -- Structured probabilistic models for deep learning -- Monte Carlo methods -- Confronting the partition function -- Approximate inference -- Deep generative models.
Từ khóa tự do Machine learning
Tác giả(bs) CN Bengio, Yoshua
Địa chỉ HIU 1Kho sách ngoại văn(1): 10201435
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082 |a006.31|bG651 - I117
100 |aGoodfellow, Ian
245 |aDeep learning / |cIan Goodfellow, Yoshua Bengio, and Aaron Courville
260 |aCambridge, Massachusetts : |bThe MIT Press, |c2016
300 |a775 tr. ; |ccm.
520 |aApplied math and machine learning basics. Linear algebra -- Probability and information theory -- Numerical computation -- Machine learning basics -- Deep networks: modern practices. Deep feedforward networks -- Regularization for deep learning -- Optimization for training deep models -- Convolutional networks -- Sequence modeling: recurrent and recursive nets -- Practical methodology -- Applications -- Deep learning research. Linear factor models -- Autoencoders -- Representation learning -- Structured probabilistic models for deep learning -- Monte Carlo methods -- Confronting the partition function -- Approximate inference -- Deep generative models.
653 |aMachine learning
691 |aCông nghệ thông tin
700 |aBengio, Yoshua
852|aHIU 1|bKho sách ngoại văn|j(1): 10201435
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Dòng Mã vạch Item Location Giá sách Ký hiệu PL/XG Phân loại Bản sao Tình trạng Thành phần
1 10201435 Kho sách ngoại văn 006.31 G651 - I117 Công nghệ thông tin 1