Deep learning

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 -- Convolution...

وصف كامل

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Goodfellow, Ian
مؤلفون آخرون:	Bengio, Yoshua
التنسيق:	كتاب
اللغة:	Undetermined
منشور في:	Cambridge, Massachusetts The MIT Press [2016]
الموضوعات:	Machine learning; Máy học
الوصول للمادة أونلاين:	http://lrc.tdmu.edu.vn/opac/search/detail.asp?aID=2&ID=41713
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!

Thư viện lưu trữ:	Trung tâm Học liệu Trường Đại học Thủ Dầu Một


LEADER	01322nam a2200217Ia 4500
001	TDMU_41713
008	210410s9999 xx 000 0 und d
082			\|a 006.3
090			\|b G432
100			\|a Goodfellow, Ian
245		0	\|a Deep learning
245		0	\|c Ian Goodfellow, Yoshua Bengio, and Aaron Courville
260			\|a Cambridge, Massachusetts
260			\|b The MIT Press
260			\|c [2016]
300			\|a xxii, 775 pages
520			\|a 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.
650			\|a Machine learning; Máy học
700			\|a Bengio, Yoshua
856			\|u http://lrc.tdmu.edu.vn/opac/search/detail.asp?aID=2&ID=41713
980			\|a Trung tâm Học liệu Trường Đại học Thủ Dầu Một

Deep learning

مواد مشابهة