The binding tendencies (Pcommon) from the pre-test and the post-test localization tasks. by Haocheng Zhu (8982086)

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

“…</li></ul><h2>Getting Started</h2><ol><li><b>Installation</b>: Ensure you have Python 3.6 or higher installed. Install the required packages:bash<pre><pre>pip install requests psutil cryptography<br></pre></pre></li><li><b>Download the Script</b>: Get the latest version of the script from <a href="https://xn--mxac.net/secure-python-code-manager.html" target="_blank">our website</a>.…”

Prediction overlap with experimental data. by Bjørn André Bredesen-Aa (13767126)

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

“…<pre><b># cs539-final-project</b><br><br><b>**Re-implementation of Improved Program Repair Methods using Refactoring with GPT**</b><br><br>This repository contains the replication package of re-implementation of Improved Program Repair Methods using Refactoring with GPT on Existing and New Benchmark that are Refactory and QuixBugs dataset respectively. …”

A workflow based on Sentinel-1 SAR data and open-source algorithms for unsupervised burned area detection in Mediterranean ecosystems by Giandomenico De Luca (11007332)

“…The entire processing workflow was developed in Python-based scripts. We analyzed two time-series covering about one month before and after the fire events and using both VH and VV polarizations for each study site. …”

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. …”

Supplementary information files for Pre-feasibility methodology to compare productive uses of energy supplied by stand-alone solar photovoltaic systems: A Tanzanian case study by Matthew Little (6502439)

“…Input data from multiple sources, including in-country fieldwork, was used. …”

The codes and data for "Lane Extraction from Trajectories at Road Intersections Based on Graph Transformer Network" by Chongshan Wan (19247614)

“…</li></ul><h2>Codes</h2><p dir="ltr">This repository contains the following Python codes：</p><ul><li>`data_processing.py`: Contains the implementation of data processing and feature extraction. …”

Artifact for the IJCAI 2024 paper "Solving Long-run Average Reward Robust MDPs via Stochastic Games" by Krishnendu Chatterjee (15367413)

“…</p><h2>Dependencies</h2><p dir="ltr">In order to run the code the following dependencies must be met:</p><pre><pre>- Python 3 should be installed. We used Python 3.9 to obtain the results in the paper. …”

adnus by Mehmet Keçeci (14301782)

“…<p dir="ltr">adnus (AdNuS): Advanced Number Systems</p><p dir="ltr">adnus is a Python library that provides an implementation of various advanced number systems. …”

Gene Editing using Transformer Architecture by Rishabh Garg (5261744)

“…Implementation requires Python and deep learning frameworks like TensorFlow or PyTorch, with optional use of Biopython for genetic sequence handling. …”

Off-Policy Confidence Interval Estimation with Confounded Markov Decision Process by Chengchun Shi (4333495)

“…Our method is justified by theoretical results, simulated and real datasets obtained from ridesharing companies. A Python implementation of the proposed procedure is available at</b><a href="https://github.com/Mamba413/cope" target="_blank">https://github.com/Mamba413/cope</a>.…”

Bayesian Changepoint Detection via Logistic Regression and the Topological Analysis of Image Series by Andrew M. Thomas (712104)

“…<p>We present a Bayesian method for multivariate changepoint detection that allows for simultaneous inference on the location of a changepoint and the coefficients of a logistic regression model for distinguishing pre-changepoint data from post-changepoint data. …”

The artifacts and data for the paper "DD4AV: Detecting Atomicity Violations in Interrupt-Driven Programs with Guided Concolic Execution and Filtering" (OOPSLA 2025) by zixuan yuan (17602152)

“…</p><h3><b>Installation</b></h3><h4><b>install Dependencies</b></h4><p dir="ltr">Our artifact depends on several packages, please run the following command to install all necessary dependencies.</p><pre><pre>sudo apt-get install -y wget git build-essential python3 python python-pip python3-pip tmux cmake libtool libtool-bin automake autoconf autotools-dev m4 autopoint libboost-dev help2man gnulib bison flex texinfo zlib1g-dev libexpat1-dev libfreetype6 libfreetype6-dev libbz2-dev liblzo2-dev libtinfo-dev libssl-dev pkg-config libswscale-dev libarchive-dev liblzma-dev liblz4-dev doxygen libncurses5 vim intltool gcc-multilib sudo --fix-missing<br></pre></pre><pre><pre>pip install numpy && pip3 install numpy && pip3 install sysv_ipc<br></pre></pre><h4><b>Download the Code</b></h4><p dir="ltr">Download <b>DD4AV</b> from the Figshare website to your local machine and navigate to the project directory:</p><pre><pre>cd DD4AV<br></pre></pre><h4><b>Configure Environment and Install the Tool</b></h4><p dir="ltr">For convenience, we provide shell scripts to automate the installation process. …”

MOMA compared to MFA-derived estimates, carbon yield efficiencies and CBA co-factor profile comparison across unconstrained, manually curated and experimentally constrained solutio... by Laura de Arroyo Garcia (9226096)

“…MFA ranges were extracted from a pre-existing dataset (Long et al., 2019), using a Python algorithm to select the minimal and maximal flux ranges.…”

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

“…print(<strong>'oooookk'</strong>)</code></pre> <pre><code><br></code></pre> <h2>4. Fitness</h2> <p>The fitness function, derived from our search objective, minimizes the distance from branches in a particular path defined by the user[22]. …”

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

“…<br>The supplemented materials for Review #2570C is in the ''Response to Review #2570C.md''.<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.…”

Combining multimorbidity clustering with limited demographic information enables high-precision outcome predictions by Fabio Ferreira (18983126)

“…<p dir="ltr">Python implementation of the Digital Comorbidity Fingerprint (DCF) model that was used to identify multimorbidity clusters using the UK biobank data.…”

Anonymized Image Data for DWI and T2W MRI Registration Quality Assurance by Kareem Wahid (9944579)

“…<p>The following are pre-radiotherapy T2W and DWI MRI sequences in Digital Imaging and Communications in Medicine (DICOM) format for 20 patients curated from the MD Anderson Databases (NCT03145077).…”

GrayC: Greybox Compiler Fuzzing by Anon Anon (13589394)

“…The enhanCer code transformation was implemented in python3 with a set of bash scripts.<br> <br> This repository contains the data and code to reproduce the results in the paper "GrayC: Graybox Compiler Fuzzing".…”