“…A multitude of layers translate and optimize source code, written in compiled and interpreted programming languages such as C++, Python or Java, to machine language. We explain the role and behavior of the layers in question in a typical usage scenario. …”
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“…A multitude of layers translate and optimize source code, written in compiled and interpreted programming languages such as C++, Python or Java, to machine language. We explain the role and behavior of the layers in question in a typical usage scenario. …”
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“…Often the reason for this is the relative difficulty in the application of a preferred ML classifier to the C++/Python combination of event selection frameworks. …”
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“…The study is carried out in a Python environment, decision trees and neural network are implemented using Scikit-learn [8], XGBoost [4], LightGBM [6] and PyTorch [7].…”
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“…The book comes in two versions: one based on MATLAB, and one on Python, demonstrating the feasibility and applications of both approaches. …”
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“…The source script was written modularly in Python programming language in association with the SQLite and Java languages. …”
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“…In particular, Apache Spark is exploited for data preparation and feature engineering, running the corresponding (Python) code interactively on Jupyter notebooks. Key integrations and libraries that make Spark capable of ingesting data stored using ROOT format and accessed via the XRootD protocol, are described and discussed. …”
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“…To fulfil the requirements of the community and at the same time attract new users and use cases, we developed real analysis software based on ROOT in two of the most popular programming languages: C++ and Python. These so-called analysis frameworks are complex enough to reproduce with reasonable accuracy the results -figures and final yields- of published ATLAS Collaboration physics papers, but still light enough to be run on commodity computers. …”
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“…Unified3​ is part of such a category of software tools. It is a set of ​python components that contributes to the smooth automation of several operations relative to the ​CMS1​ central production. …”
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“…Provides solid coverage of fundamental background information, explained clearly for undergraduates, such as ground loops, optical alignment techniques, scientific communication, and data acquisition using LabVIEW, Python, or Arduino. Features carefully designed lab experiences to teach fundamentals, including analog electronics and low noise measurements, digital electronics, microcontrollers, FPGAs, computer interfacing, optics, vacuum techniques, and particle detection methods. …”
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“…Basic knowledge of calculus, linear algebra, differential equations and familiarity with MATLAB or Python is assumed. Also, students should have some understanding of essentials of (clinical) neurophysiology, although most concepts are summarized in the first chapters. …”
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“…A new analysis description language (ADL) inspired by functional programming, FuncADL, was developed using Python as a host language. The expressiveness of this language was tested by implementing example analysis tasks designed to benchmark the functionality of ADLs. …”
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“…To fully automate the calibration process a Python plugin package, b2cal, had been developed based on the open-source Apache Airflow package using Directed Acyclic Graphs (DAGs) to describe the ordering of processes and Flask to provide administration and job submission web pages. …”
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“…Quasar generated servers can be integrated as slave modules into other software projects written in higher-level programming languages (such as Python) to provide OPC-UA information exchange. quasar supports quick and efficient integration of OPC-UA servers into a control system based on the WinCC OA SCADA platform. …”
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“…Two models, Double Gaussian and Lèvy Student, were investigated in order to understand which one fits better the shape of the beam reconstructed from the signal of the Beam Loss Monitor (BLM) during beam scraping with LHC collimaotr and through the Beam Wire Scanner (BWS). A series of Python-based scripts were developed to analyse measurements data, to fit the obtained profiles and to compare the parameters obtained from the fit with both models and to evaluate the particles content in the tail region. …”
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“…As the result of a multi-year effort to develop an in-memory columnar representation of high energy physics data, the numpy, awkward arrays, and uproot python packages present a mature and efficient interface to HEP data. …”
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“…Designing the complex GaToroid coils requires careful consideration of the local beam optical effects. We present a Python-based tool for charged particle transport in complex electromagnetic fields. …”
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“…QuASK is a quantum machine learning software written in Python that supports researchers in designing, experimenting, and assessing different quantum and classical kernels performance. …”
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“…This paper presents a simple framework, written in Python, for running time-dependent simulations of NEG-coated vacuum systems in molecular flow, by making use of the command-line interface of the already widely used MolFlow simulation software. …”
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“…Beam Delivery Simulation (BDSIM) and the Python package pyg4ometry enable handling such accelerator models within a single, simplified workflow to run complete simulations of primary and secondary particle tracking and interactions with matter using Geant4 routines. …”
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