Logo

Probabilistic Programming and Bayesian Methods for Hackers

Small book cover: Probabilistic Programming and Bayesian Methods for Hackers

Probabilistic Programming and Bayesian Methods for Hackers
by

Publisher: GitHub, Inc.

Description:
This book is designed as an introduction to Bayesian inference from a computational understanding-first, and mathematics-second, point of view. The book assumes no prior knowledge of Bayesian inference nor probabilistic programming.

Home page url

Download or read it online for free here:
Read online
(online html)

Similar books

Book cover: Isabelle/HOL: A Proof Assistant for Higher-Order LogicIsabelle/HOL: A Proof Assistant for Higher-Order Logic
by - Springer
This book is a self-contained introduction to interactive proof in higher-order logic, using the proof assistant Isabelle. It is a tutorial for potential users. The book has three parts: Elementary Techniques; Logic and Sets; Advanced Material.
(11765 views)
Book cover: Art Gallery Theorems and AlgorithmsArt Gallery Theorems and Algorithms
by - Oxford University Press
Art gallery theorems and algorithms are so called because they relate to problems involving the visibility of geometrical shapes and their internal surfaces. This book explores generalizations and specializations in these areas.
(14932 views)
Book cover: Algorithmic MathematicsAlgorithmic Mathematics
by - Queen Mary University of London
This text is a course in mathematical algorithms, intended for second year mathematics students. It introduces the algorithms for computing with integers, polynomials and vector spaces. The course requires no computing experience.
(16741 views)
Book cover: Computer Algebra, Algorithms, Systems and ApplicationsComputer Algebra, Algorithms, Systems and Applications
by - Czech Technical University
From the table of contents: Introduction; Algorithms for algebraic computation; Integrated mathematical systems; Basic possibilities of integrated mathematical systems; Applications of computer algebra; Another sources of study.
(12208 views)