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

"…</li><li><b>Code Security Best Practices</b>: The tool enforces <b>Python code security best practices</b>, helping you adhere to industry standards for code protection.…"

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

"…Once the protected .pyc files are prepared, the script bundles them into a single .pyz archive.The script requires Python 3.6 or higher, and the following Python packages:</p><ul><li>requests</li><li>psutil</li><li>cryptography</li><li>astor</li></ul><p dir="ltr"><b>Recommendations and Best Practices</b></p><ul><li><b>Enhance Protection with Multiple Layers</b>: Apply the <b>Local Python Code Protector</b> multiple times to each .pyc file before bundling them. …"

Local Python Code Protector Script: A Tool for Source Code Protection and Secure Code Sharing حسب 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. …"

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

"…</p><p dir="ltr">Also included are two zipped files containing the figures used in the poster (figures.zip) and the files used to create the schematic workflows diagrams (excalidraw_files.zip) which can be opened in <a href="http://excalidraw.com" rel="noreferrer" target="_blank">excalidraw.com</a>.…"

System Hardware ID Generator Script: A Cross-Platform Hardware Identification Tool حسب Pavel Izosimov (20096259)

"…</li></ul><p dir="ltr">By integrating the System Hardware ID Generator Script with these tools, developers can build robust applications that are both secure and optimized, adhering to the best practices in <a href="https://xn--mxac.net/" target="_blank">Python code security</a> and performance optimization.…"

RealBench: A Repo-Level Code Generation Benchmark Aligned with Real-World Software Development Practices حسب RealBench RealBench (22275393)

"…<br><br><br></pre><p dir="ltr">This repository contains the implementation of **RealBench**, a comprehensive benchmark and evaluation framework for repository-level code aligned with real-world software development practices.…"

Supplementary information files for When randomisation is not good enough: Matching groups in intervention studies حسب Francesco Sella (8391642)

"…We provide an Excel spreadsheet, as well as scripts in R, MATLAB, and Python to ease and foster the implementation of the VM procedure.…"

Fast, FAIR, and Scalable: Managing Big Data in HPC with Zarr حسب Alfonso Ladino (21447002)

Demonstration of Isosteric Heat of Adsorption Calculation using AIFs and pyGAPs حسب Jack Evans (11275386)

"…</p><p dir="ltr">The calculation is performed using the Clausius-Clapeyron method as implemented in the <code><strong>pyGAPS</strong></code> Python library for adsorption science. …"

CNG-ARCO-RADAR.pdf حسب Alfonso Ladino (21447002)

"…This approach uses a suite of Python libraries, including Xarray (Xarray-Datatree), Xradar, and Zarr, to implement a hierarchical tree-like data model. …"

HCC Evaluation Dataset and Results حسب Jens-Rene Giesen (18461928)

"…</p><h3>Report Script</h3><p dir="ltr">On the top-level directory you find a <code>report.py</code> file, which is an executable Python script. The only requirement for running this script is a Python 3.6+ interpreter as well as an installation of the <code>numpy</code> package. …"

Data accompanying the research on Emotional user engagement of a food reporting game-based mobile app حسب K. A. (Kadian) Davis-Owusu (9141803)

"…A python program and a bash script were developed in Mac OSX to parse the json files into .csv files. …"

Mapping Policy Coherence in National UK Food Systems (2008– 2024): Analysing the Integration of Climate Change Mitigation and Adaptation Strategies, LEAP 2025 conference, Oxford حسب Ronja Teschner (20974180)

"…Van Rossum, G.; Drake, F. L. Python 3 Reference Manual, 2009.</p></td></tr></table><p></p>…"

Search-based testing (Genetic Algorithm) - Chapter 11 of the book "Software Testing Automation" حسب Saeed Parsa (13893726)

"…</p> <pre><code>def instrument_input_file(func):<br> <br> <br> <br>    </code></pre> <pre><code># converts the source code into a stream<br> <br> <br> <br>     </code></pre> <pre><code>     source = inspect.getsource(func)<br> <br> <br> <br>    </code></pre> <pre><code> # Build a parse tree for the input source<br> <br> <br> <br>    </code></pre> <pre><code>     tree = ast.parse(source)<br> <br> <br> <br>    </code></pre> <pre><code> # While traversing the parse tree instrument, the AST<br> <br> <br> <br>     </code></pre> <pre><code>      BranchTransformer().visit(tree)<br> <br> <br> <br>    </code></pre> <pre><code> # Removes extra blank lines and spaces<br> <br> <br> <br>     </code></pre> <pre><code>       tree = ast.fix_missing_locations(tree)<br> <br> <br> <br>    </code></pre> <pre><code> # Instrument the source code based on the AST instrumentation<br> <br> <br> <br>  </code></pre> <pre><code>       save_as_instrumented_python(astor.to_source(tree), </code></pre> <pre><code>        <strong>"nameeeeeeeeeeeeeeeeeeeeee"</strong>)<br> <br> <br> <br>     </code></pre> <pre><code># We are in the main<br> <br> <br> <br>     </code></pre> <pre><code>      current_module = sys.modules[__name__]<br> <br> <br> <br>     </code></pre> <pre><code>       code = compile(node, filename=<strong>""</strong>, </code></pre> <pre><code>                                  mode=<strong>"exec"</strong>)<br> <br> <br> <br>   </code></pre> <pre><code>         exec(code, current_module.…"

Decoding fairness motivations - repository حسب Sebastian Speer (6489207)

"…</div><div>Again, half of the trials in the control condition were UG trials and the other half DG trials. </div><div>Practice trials were implemented to in order to familiarize the participants with the task. …"