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: An Architecture for Combinator Graph ReductionAn Architecture for Combinator Graph Reduction
by - Academic Press
The results of cache-simulation experiments with an abstract machine for reducing combinator graphs are presented. The abstract machine, called TIGRE, exhibits reduction rates that compare favorably with previously reported techniques.
(15195 views)
Book cover: Vector Math for 3D Computer GraphicsVector Math for 3D Computer Graphics
by - Central Connecticut State University
A text on vector and matrix algebra from the viewpoint of computer graphics. It covers most vector and matrix topics needed for college-level computer graphics text books. Useful to computer science students interested in game programming.
(20677 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.
(21478 views)
Book cover: Mathematics for Algorithm and Systems AnalysisMathematics for Algorithm and Systems Analysis
by - Dover Publications
This text assists undergraduates in mastering the mathematical language to address problems in the field's many applications. It consists of 4 units: counting and listing, functions, decision trees and recursion, and basic concepts of graph theory.
(29216 views)