Python implementation of the Trajectory Adaptive Multilevel Sampling algorithm for rare events and improvements by Pascal Wang (10130612)

“…</div><div><br></div><div>The `TAMS` folder contains the necessary files to run the TAMS algorithm. The `main.py` file is the file to be executed using a command of the type `python main.py`. …”

S1 File - by Leyla Noroozbabaee (14100772)

+5 Million Python & Bash Programming Submissions for 5 Courses & Grades for Computer-Based Exams over 3 academic years. by David Azcona (9085694)

“…In this work we explore different mechanisms to represent students’ code to predict its correctness and to better analyze students’ progress using their interactions which can be exploited to provide effective feedback and support better recommendations. …”

Pseudo-code of the main simulation loop. by Adam Husar (18437351)

“…N is a unit representing the copy number. This pseudo-code was adapted to show the actual computations in a more comprehensible way. …”

In blue-red gradient, annual variation in geospatial clustering of average individual payments per zip code, with hatched overlay representing statistical significance. by Raphael E. Cuomo (9306269)

Genomic view of archaeal and bacterial diversity in skeleton of coral Porites lutea and Isopora palifera by Kshitij Tandon (9398705)

“…From inner to outer ring, Innermost circle represents MAGs color coded at bacterial class level. …”

Building a Federated Data Catalog with Client Implementations - Meeting Data Where It is by Mike Johnson (16616871)

“…</p> <p>This combination of a <strong>auto-refreshing</strong> catalog paired with <strong>multi language implementations</strong> (R and Python), allowed the catalog to grow its data holdings from 11 to over 2,000 data providers and share the catalog as JSON and parquet files from a <em>github.io</em> page. …”

Overview of MCell4 API generator. by Adam Husar (18437351)

Example of loading and running BNGL model in MCell4. by Adam Husar (18437351)

“…<p>Python code for an MCell4 model that will implement loading of the BNGL file shown in <a href="http://www.ploscompbiol.org/article/info:doi/10.1371/journal.pcbi.1011800#pcbi.1011800.g010" target="_blank">Fig 10</a> (referenced as subsystem.bngl). …”

Functional distribution per replicon type represented by COG percentage. by Andrés Cumsille (9575528)

WEDAP: A Python Package for Streamlined Plotting of Molecular Simulation Data by Darian T. Yang (12321348)

“…Here, we present the WEDAP Python package for simplifying the analysis of data generated from either conventional MD simulations or the weighted ensemble (WE) path sampling method, as implemented in the widely used WESTPA software package. …”

A Python Package for the Localization of Protein Modifications in Mass Spectrometry Data by Anthony S. Barente (14035175)

“…Here we describe pyAscore, an efficient and versatile implementation of the Ascore algorithm in Python for scoring the localization of user defined PTMs in data dependent mass spectrometry. pyAscore can be used from the command line or imported into Python scripts and accepts standard file formats from popular software tools used in bottom-up proteomics. …”

Pseudo live-stream of EEG data is generated, and a simple pick-and-place flowchart is designed for channel selection and filtering. by Gursimran Singh (575288)

City-level GDP estimates for China under alternative pathways from 2020 to 2100-python code by Jinjie Sun (11791715)

“…The dataset is complemented by processing code and raw input data in the "Python_Code" directory to ensure full reproducibility. …”

Reproducible implementation for article: Reproducibility study of the modular and reusable model of epithelial transport in the proximal convoluted tubule by Leyla Noroozbabaee (14301173)

The steps of Recombulator-X are represented on the left column of the figure, while we reported a simplified example on the right using just three X-STRs. by Serena Aneli (17002149)

Presentation_1_Rule-based semi-automated tools for mapping seabed morphology from bathymetry data.pdf by Zhi Huang (472377)

“…The tools have a graphical user interface and were developed using Python scripts under the widely-adopted proprietary ArcGIS Pro platform. …”

Python code and Excel data for statistical and machine learning models developed to investigate the efficiency of nutrient recovery by struvite precipitation. by Haidar Aldaach (17817704)

“…The inventory data embedded within the Python code represents the digestate of various organic feedstocks.…”

Code program. by Honglei Pang (22693724)

Python scripts and notebooks by Ismail Belgacem (20845811)