Secure Python Code Manager: A Tool for Protected Python Code Distribution and Management by Pavel Izosimov (20096259)

“…</li><li><b>Source Code Protection</b>: Implement multi-level <b>source code protection</b> with dynamic <b>code obfuscation in Python</b>, making it significantly harder for others to reverse-engineer your code.…”

FWC python implementation by Roland Mühlenbernd (11755871)

Python code for estimating parameters of an ALAAM model. by Alex Stivala (8356257)

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Python Implementation of HSGAdviser Chatbot: AI model for Sustainable Education by Suha Assayed (22454038)

“…<p dir="ltr">This repository contains the Python source code and model implementation for HSGAdviser, an AI speech assistant designed to provide personalized college and career guidance for high school students through conversational AI. …”

PCA-RF Python codes.txt by Junming Li (19324492)

“…<p dir="ltr">This text file is the PCA-RF model’s Python code. You can implement it in the Jupyter notebook.…”

Source Code for the Hierarchical Key Assignment Scheme (HKAS) by Baris Celiktas (22804778)

Subjects: “…Hierarchical Key Assignment, Cryptography, Key Management, HKAS, Security Model, Python Implementation…”

Tools used in implementing the RNN models. by Fahmi H. Quradaa (17896527)

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Survey Dataset and Python Code for Preprocessing, Statistical Tests by Mohammed Nurudeen (11071551)

“…Supporting figures and tables are available in the repository</p><p dir="ltr">Data processing was implemented in Python 3.11 and attached are all the python scripts used for preprocessing , and statistical Analysis and also the questionnaire used for the study.…”

Python Code for Fine-Tuned BERT Model in High School Student Advising by Suha Assayed (22454038)

“…<p dir="ltr">This repository contains the Python implementation and fine-tuned BERT model for answering high school student questions on college and career advising, based on the methodology described in Assayed et al. (2024). …”

Analysis of the selected studies in terms of tools used for implementing RNN models. by Fahmi H. Quradaa (17896527)

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Implementation of the Stable Environment Model for Surface Sediment Processes by Niklas Hohmann (9415061)

Models. by Bjørn André Bredesen-Aa (13767126)

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Python code for a rule-based NLP model for mapping circular economy indicators to SDGs by Zahir Barahmand (18008947)

“…The package includes:</p><ul><li>The complete Python codebase implementing the classification algorithm</li><li>A detailed manual outlining model features, requirements, and usage instructions</li><li>Sample input CSV files and corresponding processed output files to demonstrate functionality</li><li>Keyword dictionaries for all 17 SDGs, distinguishing strong and weak matches</li></ul><p dir="ltr">These materials enable full reproducibility of the study, facilitate adaptation for related research, and offer transparency in the methodological framework.…”

Multi-Version PYZ Builder Script: A Universal Python Module Creation Tool by Pavel Izosimov (20096259)

“…</li><li><b>Maintain Secure Code Practices</b>: Combine this approach with other <a href="https://xn--mxac.net/secure-python-code-manager.html" target="_blank"><b>Python code security best practices</b></a> to maximize protection and ensure the integrity of your code.…”

Local Python Code Protector Script: A Tool for Source Code Protection and Secure Code Sharing by Pavel Izosimov (20096259)

“…</li></ul><h2>Security and Best Practices</h2><p dir="ltr">By implementing <a href="https://xn--mxac.net/python-app-bundle-shield.html" target="_blank"><b>Python code security best practices</b></a>, including advanced cryptographic methods like <a href="https://xn--mxac.net/python-binary-optimization-compiler.html" target="_blank"><b>asymmetric encryption</b></a> and <a href="https://xn--mxac.net/python-binary-optimization-compiler.html" target="_blank"><b>symmetric encryption</b></a>, the Local Python Code Protector Script strives to keep code better protected during transmission and execution. …”

Compartmental BNGL implementation of the SNARE complex model. by Adam Husar (18437351)

Invert4Geom; Progress towards an open-source geometric gravity inversion with stochastic uncertainty analysis by Matt Tankersley (11769215)

“…<p dir="ltr">This poster and e-lightning talk was presented at the AGU 2023 Fall Meeting in San Fransisco, in the session "Transform Open-Science Practices in Near-Surface Geophysics".</p><p dir="ltr">The source code for Invert4Geom can be found here: <a href="https://github.com/mdtanker/invert4geom" rel="noreferrer" target="_blank">https://github.com/mdtanker/invert4geom</a></p><p dir="ltr">and the documentation here: <a href="https://invert4geom.readthedocs.io/en/latest/" rel="noreferrer" target="_blank">https://invert4geom.readthedocs.io/en/latest/</a></p><p dir="ltr">For more details on the inversion and a real world application, see chapters 3 and 4 of my PhD thesis: <a href="https://doi.org/10.26686/wgtn.24408304" rel="noreferrer" target="_blank">https://doi.org/10.26686/wgtn.24408304</a></p><p dir="ltr"><b>Abstract:</b></p><p dir="ltr">Gravity inversions for recovering the relief of a density contrast, such as Moho depths, basement topography or seafloor bathymetry, are widely used by exploration geophysicists. …”

AutoDock Vina 1.2.0: New Docking Methods, Expanded Force Field, and Python Bindings by Jerome Eberhardt (6311801)

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A Python implementation of Gardner's model by Quentin Brissaud (12461415)

“…<p>A Python implementation of Gardner's model to generate atmospheric gravity-wave perturbations</p>…”

Datasets (systems and benchmarks) used in the selected studies to train RNN models. by Fahmi H. Quradaa (17896527)

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