Instance segmentation benchmarking results. by Khelina Fedorchuk (19130089)

“…The software is written in pure Python and is freely available. We suggest this tool is particularly suited to the tracking of cells in suspension, whose fast motion makes lineage assembly particularly difficult.…”

Training details of the trackers. by Khelina Fedorchuk (19130089)

“…The software is written in pure Python and is freely available. We suggest this tool is particularly suited to the tracking of cells in suspension, whose fast motion makes lineage assembly particularly difficult.…”

Not All local LLMs Are Equal: A Benchmark of Energy and Performance by Simão Cunha (19712455)

“…However, installing these specific versions is not mandatory:<br><br>```bash<br>bash scripts/install_prerequisites.sh<br>```<br><br>#### Dependencies<br><br>1. Install all Python libraries listed in `requirements.txt` using a virtual environment (e.g., named `env`):<br><br>```bash<br># Create a virtual environment named 'env'<br>python3 -m venv env<br><br># Activate the virtual environment<br>source env/bin/activate<br><br># Install the required Python libraries<br>pip3 install -r requirements.txt<br>```<br><br>For `llama-cpp-python` installation with CPU support (used in this paper), execute:<br><br>```bash<br>CMAKE_ARGS="-DLLAMA_BLAS=ON -DLLAMA_BLAS_VENDOR=OpenBLAS" pip3 install llama-cpp-python<br>```<br><br>For other hardware acceleration backends, refer to the [llama-cpp-python documentation](<u>https://github.com/abetlen/llama-cpp-python?…”

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 dir="ltr">DD4AV is a dynamically controlled scheduling testing tool that explores possible interleavings of interrupt-driven programs to detect atomicity violations. This repository provides the tool and evaluation subjects for the paper "DD4AV: Detecting Atomicity Violations in Interrupt-Driven Programs with Guided Concolic Execution and Filtering<br>."…”

<b>Labelled AIS Trajectories Near Svalbard for Abnormal Behavior Detection</b> by Harald Vilhelm Skat-Rørdam (19640353)

Genosophus: A Dynamical-Systems Diagnostic Engine for Neural Representation Analysis by Alan Glanz (22109698)

An Ecological Benchmark of Photo Editing Software: A Comparative Analysis of Local vs. Cloud Workflows by Pierre-Alexis DELAROCHE (22092572)

<b>Analysis of Cost Leadership Strategy in Low-Cost Airline Enterprises with Deep Learning Method</b> by ZEHRA YARDI (20284389)

“…The tweets of Ryanair were processed using a program called Knime, which is one of the useful programs. …”

MSc Personalised Medicine at Ulster University by Steven Watterson (100045)

“…Both full-time and part-time programmes have two intakes and can be started in September or January.…”

Analysis of Sensing Modalities for Electrode-Induction Gas Atomization of Metal Powders: Vibrometer and Acoustic Emission Data (TDMS) by David Miller (20697878)

“…Both sensors were recorded with a PXI system and a custom LABVIEW program.</p><p dir="ltr">The files can be read either in Python with the <a href="https://nptdms.readthedocs.io/en/stable/" rel="noreferrer" target="_blank">nptdms </a>or just with Matlab.…”

Dataset – Student & Early-Career Survey on Data-Analytics Tool Adoption and Decision-Making (Uzbekistan, Apr–May 2025) by Lev Radman (21381269)

“…</i> Items operationalise seven UTAUT/TAM-based constructs: Performance Expectancy, Effort Expectancy, Behavioural Intention, Familiarity & Usage, Task–Technology Fit, Barriers to Adoption, plus Demographics (age, gender, study programme, prior stats courses, work experience). All Likert items use a five-point scale.…”

Variation of the low-mass end of the stellar initial mass function with redshift and metallicity (dataset) by Matthew R. Bate (21823244)

“…The P-files can be read using the Fortran programme included in the repository: ptmass_simple_MPI_2.f . …”

Datasets by Rishabh Das (20960957)

“…The Python program also randomly opens and closes the valve. …”

Data from: Dairy cows inoculated with highly pathogenic avian influenza virus H5N1 by AMY BAKER (17797757)

“…The pipeline uses Python v3.10, R v4.4 (R Development Core Team 2024), and SnakeMake to organize programs and script execution. …”

Data and code for: A century of reforestation reduced anthropogenic warming in the eastern United States by Mallory Barnes (9756051)

“…</p><p>All the data can be processed using open-source programs such as R or Python. </p>…”

Identifying Reactive Trends in Glycerol Electro-Oxidation Using an Automated Screening Approach: 28 Ways to Electrodeposit an Au Electrocatalyst by Raghuram Gaddam (15285161)

“…Our platform combines individually addressable electrode arrays with HardPotato, a Python application programming interface for potentiostat control, to automate electrochemical experiments and data analysis operations. …”