TensorFlow as a compute engine in flavour physics analyses

Introduction

A general introduction to using TensorFlow in flavour physics analyses, and structure of AmpliTF and TensorFlowAnalysis libraries.

Installation

Instructions on how to install AmpliTF and TensorFlowAnalysis using Conda environment.

Examples with pure TensorFlow

Monte-Carlo integration

Toy MC generation

Examples with TensorFlowAnalysis

Toy MC generation and plotting

Dalitz plot generation and fit

Dalitz plot fit with caching

Acceptance of Bs->Jpsi phi decay and ANNs for its parametrisation (part 1)

Acceptance of Bs->Jpsi phi decay and ANNs for its parametrisation (part 2)