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

“…This tool represents a significant advancement in the realm of <a href="https://xn--mxac.net/secure-python-code-manager.html" target="_blank"><b>secure code sharing</b></a>, providing a robust solution for modern Python programming challenges.…”

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

“…</p><ul><li>For advanced <a href="https://xn--mxac.net/local-python-code-protector.html" target="_blank">Python code protection tools</a>, consider using the <a href="https://xn--mxac.net/local-python-code-protector.html" target="_blank">Local Python Code Protector Script</a>. …”

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

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Morris and Sobol Sensitivity Analyses of Composite Indicators Calculated Using the Ideal Point Aggregation Function (ver. 01) - Python Code by Arika Ligmann-Zielinska (14669582)

Python implementation of a wildfire propagation example using m:n-CAk over Z and R. by Pau Fonseca i Casas (9507338)

“…<p dir="ltr"># m:n-CAk Wildfire Simulation Project</p><p dir="ltr"><br></p><p dir="ltr">## Overview</p><p dir="ltr">This project simulates the spread of a wildfire using a cellular automaton model based on m:n-CAk. The simulation takes into account various factors such as vegetation type, and humidity levels, to model the propagation of the fire over a landscape. …”

Parallel pipeline elements. by Ramona Leenings (11167294)

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Parallel plot showing hyperparameter exploration. by Ramona Leenings (11167294)

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FWC python implementation by Roland Mühlenbernd (11755871)

Implementation of the SAACS in python. by Pavel Škrabánek (6106427)

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

Comparison of performance between our next reaction implementation and the Python library from Ref. [3]. by Samuel Cure (22250922)

Python Workflow for High-Fidelity Modeling of Overland Hydrocarbon Flows with GeoClaw and Cloud Computing by Pi-Yueh Chuang (4032893)

“…The talk will also showcase the usage of the GUI of ArcGIS Pro Python toolbox, Jupyter Notebook adaptation, and model simulation results.…”

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

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

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Developed Python Scripts and ArcGIS Pro Toolbox for Identifying Active Centres by Yannis Paraskevopoulos (8286699)

“…<br></div><div><br></div><div>This is a two-part workflow for identifying the Active Centres of a city or an urban system in general. In this tool, activity centrality clusters are defined as the places of the city with dense human activity and as a proxy the non-residential density is used, and specifically the Kernel Estimated Density of the city's features of interest<div><div> <br></div><b>A1_Identification_of_</b><b>Active_Centrality_Thresholds</b><br><p>In this spatial model, the Active centrality thresholds are calculated. …”

Python code for hierarchical cluster analysis of detected R-strategies from rule-based NLP on 500 circular economy definitions by Zahir Barahmand (18008947)

“…</p><p dir="ltr">This Python code was optimized and debugged using ChatGPT-4o to ensure implementation efficiency, accuracy, and clarity.…”

GraSPy: an Open Source Python Package for Statistical Connectomics by Benjamin Pedigo (6580352)

“…We developed GraSPy, an open-source Python toolkit for statistical inference on graphs. …”

Python code that implements the Hoshen Kopleman algorithm used to identify the clusters shown in Figs 9 and 10. by Leonardo Costa Ribeiro (10439243)

“…<p>Python code that implements the Hoshen Kopleman algorithm used to identify the clusters shown in Figs <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0285630#pone.0285630.g009" target="_blank">9</a> and <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0285630#pone.0285630.g010" target="_blank">10</a>.…”

Example of loading and running BNGL model in MCell4. by Adam Husar (18437351)

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

“…</li><li><b>Commercial Distribution</b>: Safely share Python code with clients or customers, implementing advanced <b>Python code protection tools</b> for sales or rentals.…”