“…A C++ library along with a Python interface for handling these files are also provided and described in this article. …”
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“…Various text mining techniques are applied to this corpus using the QDA-MinerLite software and the Python language (concretely, through the Scattertext library) to identify, characterize, and discover insights on these events. …”
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“…We then sorted and analyzed the data using Python software and Python package Jieba. We sought a suitable topic number with evidence of the coherence number. …”
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“…Areas of retinal neovascularizations (OCT-A and FA) were calculated by algorithms developed in Python (version 3.6.8, The Python Software Foundation, USA). …”
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“…METHODS: In transformers-sklearn, three Python classes were implemented, namely, BERTologyClassifier for the classification task, BERTologyNERClassifier for the named entity recognition (NER) task, and BERTologyRegressor for the regression task. …”
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“…METHODS: We selected 16 apps from a prior interview study with SLPs that covered multiple American Speech-Language-Hearing Association Big Nine competencies, including articulation, receptive and expressive language, fluency, voice, social communication, and communication modalities. Using an automatic Python (Python Software Foundation) crawler developed by our research team and a Really Simple Syndication feed generator provided by Apple, we extracted a total of 721 app reviews from 2009 to 2020. …”
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“…It currently includes an ArcGIS Toolbox (ToxPiToolbox.tbx) for drawing location-specific ToxPi profiles in a single feature layer, a collection of modular Python scripts that create predesigned layer files containing ToxPi feature layers from the command line, and a collection of Python routines for useful data manipulation and preprocessing. …”
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“…Quantitative analysis was completed using Python and R Foundation for Statistical Computing packages. …”
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“…Ganga provides a clean Python API that reduces and simplifies the work involved in preparing an application, organizing the submission, and gathering results. …”
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“…Both compiled C++ or interactive Python code can be used after loading a minimal set of libraries. …”
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“…Min has worked on the IPython and Jupyter projects since 2006 and maintains pyzmq, the Python bindings to the ZeroMQ messaging library.…”
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“…Bayesian Methods for Hackers illuminates Bayesian inference through probabilistic programming with the powerful PyMC language and the closely related Python tools NumPy, SciPy, and Matplotlib. Using this approach, you can reach effective solutions in small increments, without extensive mathematical intervention. …”
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“…The ATLAS software infrastructure facilitates efforts of more than 1000 developers working on the code base of 2200 packages with 4 million C++ and 1.4 million python lines. The ATLAS offline code management system is the powerful, flexible framework for processing new package versions requests, probing code changes in the Nightly Build System, migration to new platforms and compilers, deployment of production releases for worldwide access and supporting physicists with tools and interfaces for efficient software use. …”
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“…Resource consumption is broken down into software domains and displayed in plots generated using Python visualization libraries and collected into pre-formatted auto-generated Web pages, which allow ATLAS' developer community to track the performance of their algorithms. …”
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“…ATLAS offline software consists of several million lines of C++ and Python code organized in a modular design of more than 2000 specialized packages. …”
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“…The model has been implemented in a Python environment. It has been cross checked with programs like VASCO and MolFlow. …”
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“…A new image reconstitution and analysis software for the MCP-PS detector was written in Python and ROOT and introduced in the framework of PI-ICR mass measurements. …”
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“…Preliminary results based on the Python sklearn framework are presented. The problem of overtraining for these classifiers is also briefly discussed, in terms of the difference of the FIP2 metric on the validation and training set, and of their difference from the theoretical limit. …”
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“…We additionally present complimentary work by _Feickert_ that provides publicly available "base" Docker images of a HEP orientated machine learning environment: the CentOS 7 file system with the ATLAS "standalone" analysis release AnalysisBase, HDF5 support and utilities, and modern Python 3 with pip with libraries such as [NumPy](https://github.com/numpy/numpy), [TensorFlow](https://github.com/tensorflow/tensorflow) and [uproot](https://github.com/scikit-hep/uproot) installed. …”
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“…lenstronomy is an Astropy-affiliated Python package for gravitational lensing simulations and analyses. lenstronomy was introduced by Birrer and Amara (2018) and is based on the linear basis set approach by Birrer et a. (2015). …”
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