Python file of the computational framework. by Benoit Haut (9753029)

Comparison of window size for embedding with Wordnet synonym replacement (WN) and without (PM). While Table 1 compared the effects of different values of using a window size of 10,... by Enock Niyonkuru (21246879)

Left schematic of the XOR gate implementation [11]. by Fabricio Cravo (21387854)

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

“…</li></ul><h2>Integration with Other Tools</h2><p dir="ltr">The System Hardware ID Generator Script is part of the broader suite of tools offered by the <a href="https://xn--mxac.net/" target="_blank">Alpha Beta Network</a>, dedicated to enhancing security and performance in <a href="https://xn--mxac.net/" target="_blank">Python programming</a>.</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>. …”

Catalogue of compact radio sources in Messier-82 from e-MERLIN observations by Sibongumusa Shungube (21197363)

“…Source finding was initially performed using Python Blob Detection and Source Finder (PyBDSF).</p><p dir="ltr">The dataset includes two tables detailing the properties of these 36 sources:</p><p dir="ltr"><b>Table 3.1: CASA </b><code><strong>imfit</strong></code><b> Source Catalogue</b></p><p dir="ltr">This table contains source parameters derived using the CASA task <code>imfit</code>. …”

Comparison of mean interconcept distance for embedding with WordNet synonym replacement (WN) and without (PM). The initial number of unique concepts in the total corpus was 3,018,9... by Enock Niyonkuru (21246879)

Overview of one by Guillermo Pérez-Hernández (21156182)

Table 1_MitoLandscape, a semi-automated pipeline for subcellular localization and quantification of mitochondria.xlsx by Enrico Negri (22579151)

Table 2_MitoLandscape, a semi-automated pipeline for subcellular localization and quantification of mitochondria.xlsx by Enrico Negri (22579151)

Satellite monitoring of Greenland wintertime buried lake drainage by Jianing Wei (22400896)

“…"buried_lake_drainage_type1_type2" represents complete BLDs and partial BLDs, while "buried_lake_drainage_type3" represents low-confidence BLDs.…”

2024 HUD Point in Time Count Data by State and CoC with Serious Mental Illness and Chronic Substance Use Counts by Benjamin Gorman (21648794)

“…ExtractTable API credits were purchased at $15 of personal expense. …”

Tracking when the number of individuals in the video frame changes. by Hirotsugu Azechi (20700528)

“…The yellow box in the schematic represents the processes using multi-animal tracking tools, while the green box represents the processes using single-animal tracking tools. …”

MCCN Case Study 3 - Select optimal survey locality by Donald Hobern (21435904)

“…</p><p dir="ltr">This is a simple implementation that uses four environmental attributes imported for all Australia (or a subset like NSW) at a moderate grid scale:</p><ol><li>Digital soil maps for key soil properties over New South Wales, version 2.0 - SEED - see <a href="https://esoil.io/TERNLandscapes/Public/Pages/SLGA/ProductDetails-SoilAttributes.html" target="_blank">https://esoil.io/TERNLandscapes/Public/Pages/SLGA/ProductDetails-SoilAttributes.html</a></li><li>ANUCLIM Annual Mean Rainfall raster layer - SEED - see <a href="https://datasets.seed.nsw.gov.au/dataset/anuclim-annual-mean-rainfall-raster-layer" target="_blank">https://datasets.seed.nsw.gov.au/dataset/anuclim-annual-mean-rainfall-raster-layer</a></li><li>ANUCLIM Annual Mean Temperature raster layer - SEED - see <a href="https://datasets.seed.nsw.gov.au/dataset/anuclim-annual-mean-temperature-raster-layer" target="_blank">https://datasets.seed.nsw.gov.au/dataset/anuclim-annual-mean-temperature-raster-layer</a></li></ol><h4><b>Dependencies</b></h4><ul><li>This notebook requires Python 3.10 or higher</li><li>Install relevant Python libraries with: <b>pip install mccn-engine rocrate</b></li><li>Installing mccn-engine will install other dependencies</li></ul><h4><b>Overview</b></h4><ol><li>Generate STAC metadata for layers from predefined configuratiion</li><li>Load data cube and exclude nodata values</li><li>Scale all variables to a 0.0-1.0 range</li><li>Select four layers for comparison (soil organic carbon 0-30 cm, soil pH 0-30 cm, mean annual rainfall, mean annual temperature)</li><li>Select 10 random points within NSW</li><li>Generate 10 new layers representing standardised environmental distance between one of the selected points and all other points in NSW</li><li>For every point in NSW, find the lowest environmental distance to any of the selected points</li><li>Select the point in NSW that has the highest value for the lowest environmental distance to any selected point - this is the most different point</li><li>Clean up and save results to RO-Crate</li></ol><p><br></p>…”

Phylogenomics of aquatic bacteria by Krzysztof Jurdzinski (12519700)

“…Contains also sheets with just the representatives, clusters common between the brackish basins and between the biomes, as well as MSG_table.tsv imported into Excel spreadsheet. …”

Modules organization over different course editions. by Gabriele Pozzati (21094166)

“…<p>Course editions starting from 2019 are represented side-by-side, while different working days and weeks of the same course edition are displayed vertically. …”

Datasets by Rishabh Das (20960957)

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

Related to Figs 1, 2 and S1. by Tyron Chang (9922533)

“…Core ISG designation is from [<a href="http://www.plospathogens.org/article/info:doi/10.1371/journal.ppat.1012673#ppat.1012673.ref039" target="_blank">39</a>]. Statistics table was generated using python pandas library (<a href="https://pandas.pydata.org/" target="_blank">https://pandas.pydata.org/</a>). …”

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. …”

Datasets from the Programmatic Analysis of Fuel Treatments: from the landscape to the national level Joint Fire Science Project (14-5-01-1) by Douglas B. Rideout (19657906)

“…The inputs into the system and the associated outputs are contained within fields in the attribute tables. Included for each study site are individual rasters representing the fire affected resources for that study site. …”

Computing speed and memory usage. by David Berling (22170661)

“…<p><b>(a)</b> Computing time depending on simulated cortical volume, which for symmetry reasons, is represented by the plane spanned by radial and depth directions. …”