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)

pyCHARMM: Embedding CHARMM Functionality in a Python Framework حسب Joshua Buckner (1372389)

"…The ability to augment CHARMM forces and energies with energy terms or methods derived from machine learning or other sources, written in Python, CUDA, or OpenCL and expressed as Python callable routines is introduced together with analogous functions callable during dynamics calculations. …"

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. …"

Python Workflow for High-Fidelity Modeling of Overland Hydrocarbon Flows with GeoClaw and Cloud Computing حسب Pi-Yueh Chuang (4032893)

"…We will also share some technical problems encountered during the development so that audiences can save time when having similar issues in the future. …"

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

"…DMagic: Automated data delivery to experimentalists. The DMagic system uses a combination of Globus APIs and APS administrative APIs to 1) automatically create and configure shared storage space on the ALCF Petrel data service before an experiment begins; and 2) automatically copy over experimental data from the beamline to Petrel storage as they are produced during the experiment. …"

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. …"

Interactive Learning of Diffusion and the Diffusion Equation with Mathematical Software حسب Victor Leborán (17020630)

"…The process of diffusion is intimately related to random molecular displacement and is central to many problems in chemistry. Here, we provide an intuitive derivation of the diffusion equation based on the analysis of the random trajectories of particles generated and plotted by simple MATLAB and Python scripts. …"

Interactive Learning of Diffusion and the Diffusion Equation with Mathematical Software حسب Victor Leborán (17020630)

"…The process of diffusion is intimately related to random molecular displacement and is central to many problems in chemistry. Here, we provide an intuitive derivation of the diffusion equation based on the analysis of the random trajectories of particles generated and plotted by simple MATLAB and Python scripts. …"

<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. …"

Additional file 1 of How to minimize mechanical power during controlled mechanical ventilation حسب Ben Fabry (20406425)

Active pumping of a diffusive species across a deformable membrane separating two fluid-filled compartments. حسب T. J. Sego (9904909)

Source code. حسب T. J. Sego (9904909)

"…Tissue Forge includes an extensive Python API for model and simulation specification via Python scripts, an IPython console and a Jupyter Notebook, as well as C and C++ APIs for integrated applications with other software tools. …"

Examples of Tissue Forge modeling features. حسب T. J. Sego (9904909)

Two-dimensional agent-based model of cell proliferation and differential in the colonic crypt. حسب T. J. Sego (9904909)

Spatiotemporal Soil Erosion Dataset for the Yarlung Tsangpo River Basin (1990–2100) حسب peng xin (21382394)