Some useful Python libraries for numerical and scientific computing. حسب Alan Davies (6915104)

An interactive drop-down list created using a Python list. حسب Alan Davies (6915104)

Line and cell magic’s used to add SQL functionality to a Python notebook. حسب Alan Davies (6915104)

An example Python input file for the CA4 binder design. حسب Jakub Lála (17136205)

Parallel scalable simulations of biological neural networks using TensorFlow: A beginner's guide حسب 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. The tutorials consist of a series of Python notebooks that, over the course of five sessions, will lead novice programmers from writing programs to integrate simple one-dimensional ordinary differential equations using Python to solving a large system (1000's of differential equations) of coupled conductance-based neurons using a highly parallelized and scalable framework. …"

CiddorPy: Python functions for phase and group refractive index in air حسب Florian Pollinger (6657344)

"…CiddorPy.py: Python module which provides functions providing the group and phase index of refraction in air depending on wavelength, temperature, pressure, relative humidity and carbon dioxide contents. …"

Gladier - A programmable data capture, storage, and analysis architecture for experimental facilities حسب 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). …"

Extending the OMERO APIs for the image data management of the future حسب Erick Martins Ratamero (14052655)

"…To help solving these challenges, we have developed ezomero , a simplified API to perform common tasks in Python while interacting with an OMERO server, and omero cli transfer, to create and use single file transfer packets to move data from and to OMERO servers.…"

Poster: Evaluating the Programming for Physical Sciences website and forums on SM123 Physics and Space حسب Andy Diament (17201125)

"…<p dir="ltr">Students on SM123 <i>Physics and space</i> learn programming in Python across the module. Some find it straightforward, others very difficult. …"

<b>FluxZayn: </b>An Extension for Stable Diffusion WebUI Forge 300 word overview حسب Umran Ali (3853630)

"…<p dir="ltr"><b>FluxZayn: </b>An Extension for Stable Diffusion WebUI Forge 300 word overview<br></p><p dir="ltr">This practice-led, auto-ethnographic case study documents the creation of FluxZayn, a Python-based extension for the Stable Diffusion WebUI Forge platform that enables one-click transparent PNG generation. …"

Training videos for accessing and using the Domestic Electrical Load datasets حسب Wiebke Toussaint (8379654)

"…In particular, they are a step to step guide for installing and using the two python packages that have been developed to facilitate data access.…"

How are websites used during development and what are the implications for the coding process? : Survey Analysis Scripts حسب Omar Alghamdi (11377257)

"…</p> <p><br></p> <p>This collection includes:</p> <ul> <li>Pweave files: ends with ".texw" and used to generate Latex files. </li> <li>Python files: ends with "py" and used to produce plots of the survey data.…"

Expected and observed runs of rhythmic triad categories across the wheat genome. حسب Hannah Rees (6723392)

Flowchart of included publications and authors. حسب Livia Oliveira-Ciabati (4768224)

"…¶Includes all author names we were unable to classify as female or male, § Refers to authors whose gender was identified automatically using the Python gender-guesser library.</p>…"

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

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

Online discovery of co-movement patterns in mobility data حسب Andreas Tritsarolis (8505312)

"…We evaluate EvolvingClusters using real-world and synthetic datasets from multiple mobility domains. …"

Project orchestration and building self-service tools حسب eRNZ Admin (6438486)

"…The pipeline libraries greatly benefit from using Prefect to define and deploy pipelines. This makes it easy to decouple the software environment and code from the projects which utilise the pipelines, as well as providing powerful python-based pipeline definitions, observability, and infrastructure configuration. …"

Dataset – Student & Early-Career Survey on Data-Analytics Tool Adoption and Decision-Making (Uzbekistan, Apr–May 2025) حسب 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) حسب Matthew R. Bate (21823244)

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

Effects of Temperature and Humidity on COVID-19 Transmission.pdf حسب Nkululeko Duke Magwaza (7514561)

"…</p><p>Data collection methods can be quantitative, qualitative, interviews, surveys, etc. Special programmes, codes, or software could be SPSS,</p><p>Stata, ATLAS.ti, Python or README.…"