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Data Ingestion with Python Cookbook: A practical guide to ingesting, monitoring, and identifying errors in the data ingestion process by Esppenchutz, Gláucia

“…Deploy your data ingestion pipeline, orchestrate, and monitor efficiently to prevent loss of data and quality Key Features Harness best practices to create a Python and PySpark data ingestion…”
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Data ingestion with Python cookbook: a practical guide helping you ingest, monitor, and identify errors in the data ingestion process by Esppenchutz, Glaucia

“… and quality.Key FeaturesImplement the best practices to create a data Ingestion pipeline using python and pySparkAutomate and orchestrate your data pipelines using Apache AirflowBuild a monitoring framework…”
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MultiPsi : A python‐driven MCSCF program for photochemistry and spectroscopy simulations on modern HPC environments by Delcey, Mickaël G.

“…We present MultiPsi, an open‐source MCSCF program for the calculation of ground and excited states properties of strongly correlated systems…”
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FoamQuant: a Python package for time‐resolved 3D image quantification of cellular materials by Schott, Florian, Dollet, Benjamin, Santucci, Stéphane, Raufaste, Christophe, Mokso, Rajmund

“…X‐ray tomography is a well established technique for investigating three‐dimensional bulk structures across scales, from macroscopic samples down to their…”
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Modelling light-sharing in agrivoltaics: the open-source Python Agrivoltaic Simulation Environment (PASE 1.0) by Bruhwyler, Roxane, De Cock, Nicolas, Brunet, Pascal, Leloux, Jonathan, Souquet, Pierre, Perez, Etienne, Drahi, Etienne, Dittmann, Sebastian, Lebeau, Frédéric

“… Based on the community’s priority modelling needs, this paper presents the Python Agrivoltaic Simulation Environment (PASE…”
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CBPtools: a Python package for regional connectivity-based parcellation by Reuter, Niels, Genon, Sarah, Kharabian Masouleh, Shahrzad, Hoffstaedter, Felix, Liu, Xiaojin, Kalenscher, Tobias, Eickhoff, Simon B., Patil, Kaustubh R.

“… . CBPtools is a Python (version 3.5+) package that allows users to run an extensively evaluated rCBP analysis workflow on a given…”
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GBOML: a structure-exploiting optimization modelling language in Python by Miftari, Bardhyl, Berger, Mathias, Derval, Guillaume, Louveaux, Quentin, Ernst, Damien

“…Mixed-Integer Linear Programs (MILPs) have many practical applications. Most modelling tools for MILPs fall in two broad categories…”
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Temperature-dependent bandgap of (In,Ga)As via P5Grand: A Python Package for Property Prediction of Pseudobinary systems using Grand canonical ensemble by Han, Gyuseung, Yeu, In Won, Ye, Kun Hee, Yoon, Seungjae, Jeong, Taeyoung, Lee, Seung-Cheol, Hwang, Cheol Seong, Choi, Jung-Hae

“…[Display omitted] •P5Grand, a program for calculating the properties of pseudobinary systems, is introduced…”
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Inglämnlagare - a tool for restructuring Swedish site data for statistical analysis [version 1; peer review: 1 approved, 1 approved with reservations] by Löwenborg, Daniel, Antomonov, Filipp

“… that structures the information differently compared to previous versions. Methods: The program, written in Python programming language, has multicore support in order…”
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SunPy-Python for solar physics by Community, The SunPy, Mumford, Stuart J, Christe, Steven, Pérez-Suárez, David, Ireland, Jack, Shih, Albert Y, Inglis, Andrew R, Liedtke, Simon, Hewett, Russell J, Mayer, Florian, Hughitt, Keith, Freij, Nabil, Meszaros, Tomas, Bennett, Samuel M, Malocha, Michael, Evans, John, Agrawal, Ankit, Leonard, Andrew J, Robitaille, Thomas P, Mampaey, Benjamin, Campos-Rozo, Jose Iván, Kirk, Michael S

“…This paper presents SunPy (version 0.5), a community-developed Python package for solar physics…”
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Inglämnlagare: a tool for restructuring Swedish HER record site data for statistical analysis [version 2; peer review: 2 approved] by Löwenborg, Daniel, Antomonov, Filipp

“… that structures the information differently compared to previous versions. Methods: The program, written in Python programming language, has multicore support in order…”
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pyXPCSviewer: an open‐source interactive tool for X‐ray photon correlation spectroscopy visualization and analysis by Chu, Miaoqi, Li, Jeffrey, Zhang, Qingteng, Jiang, Zhang, Dufresne, Eric M., Sandy, Alec, Narayanan, Suresh, Schwarz, Nicholas

“…pyXPCSviewer, a Python‐based graphical user interface that is deployed at beamline 8‐ID…”
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Penguin: A Python-Based Program for Electronic Structure Calculations Based on Coupled Cluster Theory by Hillers-Bendtsen, Andreas Erbs, Johansen, Magnus Bukhave, von Buchwald, Theo Juncker, Dünweber, Phillip Gustav Iuel Luno̷e, Olsen, Lars Henrik, Rask, Laust, Junker, Georg Ingvartsen, Knudsen, Rasmine Maria Hansen, Mikkelsen, Kurt V

“…The Penguin program is an open-source Python program that enables molecular property and spectroscopy calculations using coupled cluster theory and perturbation theory approaches, such as cluster…”
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Mathematical Optimization with Python

“… The problem is solved with the APMonitor toolbox in Python…”
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Development of a Python-based algorithm for adaptive thermal comfort: Theoretical formulation and application cases by Sánchez García, Daniel, Bienvenido Huertas, David, Pulido Arcas, Jesús Alberto, Rubio Bellido, Carlos

“…Adaptive thermal comfort has gained momentum within the scientific community as a cost effective and affordable way of maintaining acceptable levels of comfort…”
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Curve Fit with Excel and Python

“…Nonlinear regression with heart rate data is shown in both Microsoft Excel and Python…”
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Data Analysis with Python for Excel Users

“… By importing the data into Python, data analysis such as statistics, trending, or calculations can be made to synthesize the information into relevant and actionable information. See http://apmonitor.com/che263…”
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Plots in Python with Numpy and Matplotlib

“…Graphs or plots are effective at showing data. This introductory video demonstrates how to create a plot and adjust some of the basic characteristics of those…”
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Numerical Methods in Engineering with Python 3 by Kiusalaas, Jaan

“… The algorithms are implemented in Python 3, a high-level programming language that rivals MATLAB…”
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VASPKIT: A user-friendly interface facilitating high-throughput computing and analysis using VASP code by Wang, Vei, Xu, Nan, Liu, Jin-Cheng, Tang, Gang, Geng, Wen-Tong

“…We present the VASPKIT, a command-line program that aims at providing a robust and user-friendly interface to perform high-throughput analysis of a variety of material properties from the raw data…”
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