Data_Sheet_1_An Open-Source Tool for Anisotropic Radiation Therapy Planning in Neuro-oncology Using DW-MRI Tractography.pdf by Kesshi Jordan (7329089)

“…We present an open-source WMPL tool, implemented in the package Diffusion Imaging in Python (DIPY), and code to convert the resulting WMPL map to anisotropic contours for RT in a commercial treatment planning system. …”

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

“…Here, we present a preliminary inversion algorithm written in Python to perform these geometric style of gravity inversions. …”

Parallel scalable simulations of biological neural networks using TensorFlow: A beginner's guide by Rishika Mohanta (7327013)

“…In this article and the accompanying tutorials, we present a simple exposition of numerical methods to solve ordinary differential equations using Python and TensorFlow. …”

Re-Implementation of Refactory_GPT_Models Tool by Aqsa Shabbir (18604261)

“…The file `requirements.txt` lists the python packages, along with their specific version number, required by the tool.…”

DataSheet1_Quantitative analysis of surface wave patterns of Min proteins.pdf by Sabrina Meindlhumer (13191918)

“…We provide descriptions on how to practically implement these quantification tools and provide Python code that can directly be used to perform analysis of Min patterns.…”

Model code and simulation results for the investigation of a wave-generated floe size distribution by Nicolas Mokus (11854823)

“…</div><div><br></div><div>Python files:</div><div>* model code, scattering2d.py;<br> * script using it to produce the raw data, launcher.py;<br> * tools to analyse the raw data, atools.py;<br> * script running these tools, analyzer.py;<br> * script running Kolmogorov-Smirnov analyses, ks_bootstrap.py.…”

Data_Sheet_1_Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn.pdf by Alper Yegenoglu (12659710)

Data_Sheet_1_Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn.pdf by Alper Yegenoglu (12659710)

Probabilistic-QSR-GeoQA by Mohammad Kazemi (19442467)

“…</p><p><br></p><p><br></p><p dir="ltr"><b>Perquisites</b></p><p dir="ltr">Two spatial reasoning tools, SparQ for conventional reasoning and Probcog for probabilistic reasoning need to be installed:</p><p><br></p><p dir="ltr">- Probcog ( Follow the their github repo in https://github.com/opcode81/ProbCog)</p><p dir="ltr">- SparQ (Follow their manual in https://www.uni-bamberg.de/fileadmin/sme/SparQ/SparQ-Manual.pdf)</p><p><br></p><p><br></p><p dir="ltr"><b>Materials</b></p><p dir="ltr">This includes codes, data, evidence sets, and mln folders for two experiments:</p><p dir="ltr">- Code: This folder includes questionGenerator.py and answerExtraction.py for generating synthetic questions and post-processing of inferences from Probcog and SparQ reasoners. …”

POLYFUZZ: Holistic Greybox Fuzzing of Multi-Language Systems by Wen Li (9306968)

“…PolyFuzz is extensible for supporting multilingual code using different language combinations and has been implemented for C/C++, Python, Java, and their combinations.…”

Void-Center Galaxies and the Gravity of Probability Framework: Pre-DESI Consistency with VGS 12 and NGC 6789 by Jordan Waters (21620558)

“…<br><br><br><b>ORCID ID: https://orcid.org/0009-0009-0793-8089</b><br></p><p dir="ltr"><b>Code Availability:</b></p><p dir="ltr"><b>All Python tools used for GoP simulations and predictions are available at:</b></p><p dir="ltr"><b>https://github.com/Jwaters290/GoP-Probabilistic-Curvature</b><br><br>The Gravity of Probability framework is implemented in this public Python codebase that reproduces all published GoP predictions from preexisting DESI data, using a single fixed set of global parameters. …”

A fully open-source system for prospective optical gating in 3D fluorescence light sheet cardiac imaging by Chas Nelson (6905336)

“…In order to make these tools more widely available to research groups around the world we have ported these technologies onto the popular, single-board computer, the Raspberry Pi with Python code for prospective optical gating, microscope triggering and a simple GUI for user-friendliness.…”

Supplementary Data: Biodiversity and Energy System Planning - Queensland 2025 by Andrew Rogers (17623239)

“…</p><h2>Software and Spatial Resolution</h2><p dir="ltr">The VRE siting model is implemented using Python and relies heavily on ArcGIS for comprehensive spatial data handling and analysis.…”