Landscape17 by Vlad Carare (22092515)

“…</p><h3>Transition state location</h3><p dir="ltr">Transition state searches were performed between each minimum and its three nearest neighbours, determined from the Euclidean distance with optimal alignment via the MINPERMDIST routine. …”

Incorporating IoT Sensor Data and Physical parameter data for Maize Crop Yield Analysis. by Tosin Comfort Olayinka (16843740)

“…These maize varieties were subjected to three different soil treatments across fields denoted as F1, F2, and F3.…”

Datasets by Rishabh Das (20960957)

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

Principal component analysis (PCA) of sub-layer mean intensities. by Maëlle Vilbert (17101954)

“…A first PCA of this input matrix is performed using Python’s sklearn.decomposition.PCA function to define the artifact (x-) coordinates. …”

SolveWords: An Algorithm for Automatically Solving Mathematical Word Problems with Machine Learning by Benjamin Aubin (8100755)

“…</div><div><br></div><div>Sympy is used to solve the generated equations, an open-source Python computer algebra system (Meurer et al., 2017).…”

<b>AI for imaging plant stress in invasive species </b>(dataset from the article https://doi.org/10.1093/aob/mcaf043) by Erola Fenollosa (20977421)

“…The described extracted features were used to predict leaf betalain content (µg per FW) using multiple machine learning regression algorithms (Linear regression, Ridge regression, Gradient boosting, Decision tree, Random forest and Support vector machine) using the <i>Scikit-learn</i> 1.2.1 library in Python (v.3.10.1) (list of hyperparameters used is given in <a href="#sup1" target="_blank">Supplementary Data S5</a>). …”

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.…”

Core data by Baoqiang Chen (21099509)

“…</p><p><br></p><p dir="ltr">For the 5′ UTR library, we developed a Python script to extract sequences and Unique Molecular Identifiers (UMIs) from the FASTQ files. …”

Physiotherapist-Assisted Wrist Movement Protocol for EEG-Based Corticokinematic Coherence Assessment by Fanni Kovács (21733838)

“…</li></ul><h4><b>File Types</b></h4><p dir="ltr">Each trial includes the following two files:</p><p dir="ltr"><br></p><ol><li><b>Movement file</b> (no extension, e.g., <code>S113_ckc_bal_t1_01</code>):<br>Custom binary format containing synchronized hand acceleration data collected via a 3-axis accelerometer placed on the wrist.</li></ol><h4><b>Movement File Structure</b></h4><p dir="ltr">Each entry contains:</p><ul><li><code><strong>time</strong></code>: a 32-bit unsigned integer indicating the timestamp in milliseconds,</li><li><code><strong>x</strong></code>, <code><strong>y</strong></code>, <code><strong>z</strong></code>: 16-bit signed integers representing acceleration along the respective axes,</li><li><code><strong>trigger</strong></code>: an 8-bit unsigned integer used to mark event-related triggers for synchronization with the EEG data (e.g., movement onset).…”

Scalp-Negative Medial Temporal Interictal Epileptic Discharges Alter Large-Scale Brain Networks: A Simultaneous High-Density EEG And Intracranial EEG Study by Nicolas Roehri (3817144)

“…</li><li>*.mat is a Matlab file; it can be opened with Matalb, Python or R.</li></ul><h3>List of files: </h3><p><br></p><ul><li>sub-##_connectivity.mat:<br><br>Matlab files containing the connectivity matrices obtained with the weighted phase lag index of subject ## (i.e. 01 to 09) for each frequency band and each condition. …”

Compiled data for MULT Allometric Body Mass Index Growth charts by Mariane De Oliveira (19232584)

“…</p><p dir="ltr">The construction of the ABMI reference, stratified by sex, were constructed using statistical software including R and RefCurv, which features a Python-based graphical interface and an R-based statistical engine. …”

Earthquake Early Warning Dataset by Kevin Fauvel (7335443)

“…Data is downloaded from [4], an archive maintained by the University of Oregon which stores a representative extract of GPS noise. It is an archive of real-time three component positions for 240 stations in the western U.S. from California to Alaska and spanning from October 2018 to the present day. …”

<b>Altered cognitive processes shape tactile perception in autism.</b> (data) by Ourania Semelidou (19178362)

“…The perceptual decision-making setup was controlled by Bpod (Sanworks) through scripts in Python (PyBpod, https://pybpod.readthedocs.io/en/latest/). …”

Gladier - A programmable data capture, storage, and analysis architecture for experimental facilities by Kyle Chard (5131859)

“…Each service can be accessed via REST APIs, and/or from Python via a simple client library (which calls the REST APIs). …”

Data from: Can we make it better? Assessing and improving quality of GitHub repositories by GEDE ARTHA AZRIADI PRANA (SMU) (8646363)

“…</div><div><br></div><div>The three works that form this dissertation focus on investigating aspects of GitHub repositories beyond the code quality, and identify specific potential improvements that can be applied to improve wide range of GitHub repositories. …”

Nucleotide analogue tolerant synthetic RdRp mutant construct for Surveillance and Therapeutic Resistance Monitoring in SARS-CoV-2 by Tahir Bhatti (20961974)

“…Biopython: Freely available Python tools for computational molecular biology and bioinformatics. …”

A Survey of iRODS rules to enforce site policies and enable automated workflows by David Fellinger (6681954)

“…The concept was to build a searchable data base with entries that were linked to specific data represented in a plurality of POSIX compliant file systems. …”