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Machine Learning Guide for Oil and Gas Using Python - A Step-by-Step Breakdown with Data, Algorithms, Codes, and Applications

by Belyadi, Hoss, Haghighat, Alireza
Year of Publication 2021

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eBook

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Inferring cellular and molecular processes in single-cell data with non-negative matrix factorization using Python, R and GenePattern Notebook implementations of CoGAPS

by Johnson, Jeanette A. I., Tsang, Ashley P., Mitchell, Jacob T., Zhou, David L., Bowden, Julia, Davis-Marcisak, Emily, Sherman, Thomas, Liefeld, Ted, Loth, Melanie, Goff, Loyal A., Zimmerman, Jacquelyn W., Kinny-Köster, Ben, Jaffee, Elizabeth M., Tamayo, Pablo, Mesirov, Jill P., Reich, Michael, Fertig, Elana J., Stein-O’Brien, Genevieve L.
Published in Nature protocols (01.12.2023)

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Causal Inference and Discovery in Python: Unlock the secrets of modern causal machine learning with DoWhy, EconML, PyTorch and more

by Molak, Aleksander
Year of Publication 2023

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Bioinformatic pipelines in Python with Leaf

by Napolitano, Francesco, Mariani-Costantini, Renato, Tagliaferri, Roberto
Published in BMC bioinformatics (21.06.2013)

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Design of Heuristic Algorithms for Hard Optimization: With Python Codes for the Travelling Salesman Problem

by Taillard, Eric D
Year of Publication 2023

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pyDHM: A Python library for applications in digital holographic microscopy

by Castañeda, Raul, Trujillo, Carlos, Doblas, Ana
Published in PloS one (10.10.2022)

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pyNBS: a Python implementation for network-based stratification of tumor mutations

by Huang, Justin K, Jia, Tongqiu, Carlin, Daniel E, Ideker, Trey
Published in Bioinformatics (15.08.2018)

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Using python libraries and k-Nearest neighbors algorithms to delineate syn-sedimentary faults in sedimentary porous media

by Martín-Martín, Manuel, Bullejos, Manuel, Cabezas, David, Alcalá, Francisco Javier
Published in Marine and petroleum geology (01.07.2023)

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Artificial Intelligence with Python Cookbook - Proven Recipes for Applying AI Algorithms and Deep Learning Techniques Using TensorFlow 2.x and PyTorch 1.6

by Kumar, Ritesh, Auffarth, Ben
Year of Publication 2020

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eBook

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Music Representation and Transformation in Software: Structure and Algorithms in Python

by Pazel, Donald P
Year of Publication 2022

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Introduction to Algorithms - A Comprehensive Guide for Beginners - Unlocking Computational Thinking

by LLC Cuantum Technologies
Year of Publication 2023

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An open source Python library for environmental isotopic modelling

by Hassanzadeh, Ashkan, Valdivielso, Sonia, Vázquez-Suñé, Enric, Criollo, Rotman, Corbella, Mercè
Published in Scientific reports (02.02.2023)

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Python machine learning : machine learning and deep learning with Python, scikit-learn, and TensorFlow 2

by Raschka, Sebastian, Mirjalili, Vahid
Year of Publication 2019

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pyESDv1.0.1: an open-source Python framework for empirical-statistical downscaling of climate information

by Boateng, Daniel, Mutz, Sebastian G.
Published in Geoscientific Model Development (14.11.2023)

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Healthcare Analytics Made Simple: Techniques in Healthcare Computing Using Machine Learning and Python

by Kumar, Vikas (Vik), Khader, Shameer
Year of Publication 2018

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eBook

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SciKit Digital Health: Python Package for Streamlined Wearable Inertial Sensor Data Processing

by Adamowicz, Lukas, Christakis, Yiorgos, Czech, Matthew D, Adamusiak, Tomasz
Published in JMIR mHealth and uHealth (21.04.2022)

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Python algorithms in particle tracking microrheology

by Maier, Timo, Haraszti, Tamás
Published in BMC chemistry (27.11.2012)

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PyXtal: A Python library for crystal structure generation and symmetry analysis

by Fredericks, Scott, Parrish, Kevin, Sayre, Dean, Zhu, Qiang
Published in Computer physics communications (01.04.2021)

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Evaluating machine learning algorithms to predict lameness in dairy cattle

by Neupane, Rajesh, Aryal, Ashrant, Haeussermann, Angelika, Hartung, Eberhard, Pinedo, Pablo, Paudyal, Sushil
Published in PloS one (18.07.2024)

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Component-oriented acausal modeling of the dynamical systems in Python language on the example of the model of the sucker rod string

by Kopei, Volodymyr B., Onysko, Oleh R., Panchuk, Vitalii G.
Published in PeerJ. Computer science (28.10.2019)

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