“…PIDCalib2: • Over the summer, the make eff hists module was invoked around 200 times per week • The sample is the biggest factor in the module’s running time (the Turbo sample increasing it 10-fold on average) • The module’s execution time averages 7 mins and adds to 117 hours of total running time over the summer so it is well worth exploring optimisation strategies LbConda: • There are around 8000 activations per week • The most popular configuration by far is: – OS: glibc 2.17 – Python: CPython 3.9.16 LbEnv: • The /usr/bin/bash shell is by far the most popular, being used in over 99% of instances • Only 1% of users use a non-stable flavour (unstable or testing) • On average, there are about 10,000 total activations per day • Broadwell and Skylake chips are about equally popular processors, but together are used in over 99% of all activations…”
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“…Regarding multi-processing, we review the new MultiProc framework, comparing it with similar tools (e.g. multiprocessing module in Python). Finally, as an alternative to PROOF for cluster-wide executions, we introduce the efforts on integrating ROOT with state-of-the-art distributed data processing technologies like Spark, both in terms of programming model and runtime design (with EOS as one of the main components). …”
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“…We set up the project with a 3-layer software architecture: The central part is a Java server, orchestrating the different actors: The Graphical User Interface, the control and triggering of the ADT AC dipole, the BPMs, the oscillation analysis (partly in Python), and finally the transmission of the correction values. …”
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“…The full prototype wafer layout for the participation of Infineon, called ATLAS17LS-IFX, was designed using a newly developed Python-based Automatic Layout Generation Tool, able to rapidly design sensors with different characteristics and dimensions based on a few geometrical and technological input parameters. …”
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“…The analysis system, which is written in Python, is generic and can be applied to many different systems.…”
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“…It is written entirely with python and Tkinter allowing easier portability across various operating systems and great programming flexibility with focus to be used as an Application Programming Interface (API) for FLUKA. …”
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“…To extract relevant information from these data, we present mosna, a Python package to analyze spatially resolved experiments and discover patterns of cellular spatial organization. …”
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“…We present Phenonaut, a Python software package designed to address the data workflow needs of migration, control, integration, and auditability in the application of literature and proprietary techniques for data source and structure agnostic workflow creation. …”
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“…CX-ASAP is a new open-source software project designed to greatly reduce the time required to analyse crystallographic data collected under varying conditions. Scripted in Python3, CX-ASAP can automatically refine, finalize and analyse data collections with wide-ranging temperatures, pressures etc. …”
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“…AVAILABILITY AND IMPLEMENTATION: VirPipe source code and documentation are freely available for download at https://github.com/KijinKims/VirPipe, implemented in Python and Nextflow.…”
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“…Here we present a protocol for using CCIE, a COVID-19 Cases Information Extraction system based on the pre-trained language model.(1) We describe steps for preparing supervised training data and executing python scripts for named entity recognition and text category classification. …”
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“…We propose an innovative integrated solution based on various testing items, including the reception, transmission, and self-analysis of different UDS protocol messages, a unique automated electrical performance measurement scheme, and a requirement and logic design of an integrated software end based on Python. The experimental results of actual testing show that the implementation of the integrated strategy greatly reduces the complexity of the testing steps, improves the testing efficiency, and reduces errors caused by human operation.…”
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“…MOTIVATION: AliGater is an open-source framework to accelerate the development of bioinformatic pipelines for the analysis of large-scale, high-dimensional flow cytometry data. AliGater provides a Python package for automatic feature extraction workflows, as well as building blocks to construct analysis pipelines. …”
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“…This protocol can be implemented in Python using either the suggested dataset or a customized dataset. …”
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“…However, use of online sources suffers from a lack of repeatability and transparency, as well as from technical restrictions. Alexandria3k is a Python software package and an associated command-line tool that can populate embedded relational databases with slices from the complete set of several open publication metadata sets. …”
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“…The Vision Egg is a free, open-source library making use of OpenGL and written in the high-level language Python with extensions in C. Careful attention has been paid to the issues of luminance and temporal calibration, and several interfacing techniques to input devices such as mice, movement tracking systems, and digital triggers are discussed. …”
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“…RESULTS: We describe Cinfony, a Python module that presents a common interface to all three of these toolkits, allowing the user to easily combine methods and results from any of the toolkits. …”
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“…Availability and Implementation: Reference implementation in Python and C components available at http://noble.gs.washington.edu/proj/genomedata/ under the GNU General Public License. …”
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“…Recently, we introduced PyMVPA, a specialized Python framework for machine learning based data analysis that addresses this demand. …”
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“…OpenMEEG is open source and multiplatform. It can be used from Python and Matlab in conjunction with toolboxes that solve the inverse problem; its integration within FieldTrip is operational since release 2.0.…”
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