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

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

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

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

Parallel scalable simulations of biological neural networks using TensorFlow: A beginner's guide by 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 by 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 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). …”

Extending the OMERO APIs for the image data management of the future by 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 by 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 by 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. …”

Warm-Rain Precipitation by Xiaojun Guan (22098905)

“…<p dir="ltr">(1) The RAR file named “vertical_profiles_of_polarimetric_variables” contains 9 .npy files generated using Python’s NumPy library. …”

Ship-based vertical profiling wind lidar data in Lollex campaign 2022-2023 by Shokoufeh Malekmohammadi (15386588)

“…</p> <p><strong>Usage of data:</strong></p> <p>Using this dataset, wind speed profiles inside the wind farm (during the day) and at the harbor (during night) can be determined. …”

Decoding single-cell multiomics data. by Yiming Zhang (444592)

Data_Sheet_1_High-Resolution Profiling of Innate Immune Responses by Porcine Dendritic Cell Subsets in vitro and in vivo.PDF by Gaël Auray (2805154)

Training videos for accessing and using the Domestic Electrical Load datasets by 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 by 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. by Hannah Rees (6723392)

Background compensation in the non-oscillatory feedback scheme of Fig 12. by Melissa Nygård (15374507)

“…Inset shows how Δ<i>A</i> is defined. is the value of <i>k</i>₂ during phase 2. Panels in b: Time profiles of <i>A</i>, <i>E</i> (left panel) and <i>I</i>₁, <i>I</i>₂ (right panel) for a 1→10 <i>k</i>₂ step at background <i>k</i>₁₀ = 0.0. …”

Flowchart of included publications and authors. by 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>…”

Climatology of pressure, temperature and water vapour mixing ratio from TGO/ACS by Juan Alday (17401963)

“…In particular, the data stored here includes vertical profiles of pressure, temperature and water vapour mixing ratio derived from the TGO/ACS observations made with secondary grating position #13 during the second half of Martian Year 36 and the first half of Martian Year 37.…”