WAIC and WBIC with Python Stan 100 Exercises for Building Logic
tarafından
Suzuki, Joe. author.
Başlık
:
WAIC and WBIC with Python Stan 100 Exercises for Building Logic
Yazar
:
Suzuki, Joe. author.
ISBN
:
9789819938414
Basım Bilgisi
:
1st ed. 2023.
Fiziksel Tanımlama
:
XII, 242 p. 44 illus., 38 illus. in color. online resource.
İçerik
:
Over view of Watanabe's Bayes -- Introduction to Watanabe Bayesian Theory -- MCMC and Stan -- Mathematical Preparation -- Regular Statistical Models -- Information Criteria -- Algebraic Geometry -- The Essence of WAOIC -- WBIC and Its Application to Machine Learning.
Konu Terimleri
:
Computational intelligence.
Artificial intelligence.
Machine learning.
Artificial intelligence -- Data processing.
Statistical Learning.
Data Science.
Tüzel Kişi Ek Girişi
:
SpringerLink (Online service)
Elektronik Erişim
:
| Kütüphane | Materyal Türü | Demirbaş Numarası | Yer Numarası | [[missing key: search.ChildField.HOLDING]] | Durumu/İade Tarihi |
|---|
| Çevrimiçi Kütüphane | E-Kitap | 528961-1001 | ONLINE | | Elektronik Kütüphane |