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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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Journal Article

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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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eBook

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Pyroomacoustics: A Python Package for Audio Room Simulation and Array Processing Algorithms

by Scheibler, Robin, Bezzam, Eric, Dokmanic, Ivan
Published in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2018)

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Conference Proceeding

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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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Journal Article

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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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eBook Publication

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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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Journal Article

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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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Journal Article

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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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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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eBook Book

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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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eBook

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Teaching Nash equilibrium with Python

by Luedtke, Allison Oldham
Published in The Journal of economic education (03.04.2023)

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Journal Article

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Essential Algorithms: A Practical Approach to Computer Algorithms Using Python and C#

by Stephens, Rod
Year of Publication 2019

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eBook

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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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Journal Article

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Python package for 3D joint hypocenter-velocity inversion on tetrahedral meshes: Parallel implementation and practical considerations

by Nasr, Maher, Giroux, Bernard, Dupuis, J. Christian
Published in Computational geosciences (01.04.2022)

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Journal Article

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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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Journal Article

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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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Journal Article

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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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Journal Article

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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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Journal Article

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On the Improvement of the Heuristic Algorithm for Packing Circles into a Circle of Minimum Radius

by Zadorozhnyi, Bohdan, Mitsa, Oleksandr, Stetsyuk, Petro
Published in Kìbernetika ta komp'ûternì tehnologìï (Online) (28.07.2023)

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Journal Article

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