HEP Software Foundation

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Intro to Machine Learning 0 - Setup

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01 Introduction

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Intro to Machine Learning 1 - Intro

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Introduction

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PyHEP2022 Introduction

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Systematics

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Machine Learning in HEP

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Step3Plots

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Intro to Machine Learning 3 - Neural Networks

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PyHEP2022 JetNet library for machine learning in high energy physics

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Software & Computing Round Table - Data Management II

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Reduced formats in Belle II

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Compute Accelerator Forum HEP CCE Report

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A Generic Main Control Software Structure in a Distributed Data Acquisition Platform: D Matrix

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Compute Accelerator Forum: HEP-CCE

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PyHEP2022 Developing implicitly parallel Python analysis tools for NOvA

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Software and Computing Round Table - Community Activities

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PyHEP 2021: Hepynet - a DNN assistant framework for HEP analysis

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PyHEP2022 Constructing HEP vectors and analyzing HEP data using Vector

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Pythonic HEP ecosystem update

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Software and Computing Round Table - Best Practices for Software Projects

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PyHEP 2020 Python and HEP, a perfect match, in theory

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PyHEP2022 Basic Physics Analyses Implemented Using Apache Spark

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Compute Accelerator Forum - Cache-aware Roofline Model