Probabilistic-Programming-with-Pyro

Probabilistic Programming

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Foreword

Part I

Chapter 01: Probability Theory
Chapter 02: Estimation Theory
Chapter 03: Decision Theory
Chapter 04: Bayesian Analysis
Chapter 05: Computational Bayesian Analysis

Part II

Chapter 01: Log-Linear Model
Chapter 02: logistic-regression Model

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Chapter 04: Bayesian Analysis¶

TBD

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Chapter 03: Decision Theory

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Chapter 05: Computational Bayesian Analysis

By Prakash Bisht, Soma S. Dhavala
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