Awkward Arrays: Accelerating scientific data analysis on irregularly shaped data by Jim Pivarski (17087893)

Awkward Arrays: Accelerating scientific data analysis on irregularly shaped data by Jim Pivarski (17087893)

Overview of workflow pipeline using ColiCoords. by Jochem H. Smit (1342245)

Formalise2023 by samia Alblwi (14497517)

Smart metering and energy access programs: an approach to energy poverty reduction in sub-Saharan Africa by Bennour Bacar (14761288)

DataSheet1_Optimisation of Water-Energy Networks in Process Industry: Implementation of Non-Linear and Multi-Objective Models.PDF by Miguel Castro Oliveira (11975819)

“…These approaches consist on the development of a mixed-integer non-linear programming (MINLP) model and a multi-objective programming (MOP) model using the Python language. …”

Structure of an intramolecular Y⦁R:Y triple helix formed with an 11-nt long TTS, as determined using X-ray crystallography. by Atara Neugroschl (16884406)

Subjects:

Reflectance of a second surface mirror at an incidence angle of 45 and 80 degrees, with parallel and perpendicular polarization, computed using the TMM and OTSun. by Gabriel Cardona (45895)

Are you data fluent? by Sophie Wright (5454365)

<i>melanogaster</i> unique transcripts with the potential of forming at least one R12 double-stranded region, identified using <i>RNAMotif</i>. by Atara Neugroschl (16884406)

Subjects:

Programming Languages by Paul A. Gagniuc (1818325)

“…It describes the most well-known and popular programming environments such as: C#, C++, Java, JavaScript, PERL, PHP, Python, Ruby, and Visual Basic (VB) or Visual Basic for Applications (VBA). …”

Simple steps to use the FastCloneAssist tool. by Pradip Kumar Singh (20875050)

Example of use of the slightly off-axis strategies. by Raul Castañeda (13932971)

Subjects:

List of primers designed using FastCloneAssist tool. by Pradip Kumar Singh (20875050)

Data_Sheet_1_THINGSvision: A Python Toolbox for Streamlining the Extraction of Activations From Deep Neural Networks.pdf by Lukas Muttenthaler (11466658)

“…THINGSvision is a new Python module that aims at closing this gap by providing a simple and unified tool for extracting layer activations for a wide range of pretrained and randomly-initialized neural network architectures, even for users with little to no programming experience. …”

The file “Supplementary Data.zip” contains the raw data used for Figs 2–5 as well as the processed data required to reproduce the plots. by David Ross (32742)

In blue-red gradient, results of a hot spot analysis using zip code averages for payment amount per physician in the contiguous United States. by Raphael E. Cuomo (9306269)

Poster_Berlin_retreat_May_2019 by Miguel Gonzalez-Acera (2746414)

Quanfima: An open source Python package for automated fiber analysis of biomaterials by Roman Shkarin (6580823)

“…Due to the demand for reproducible science with Jupyter notebooks and the broad use of the Python programming language, we have developed the new Python package quanfima offering a complete analysis of hybrid biomaterials, that include the determination of fiber orientation, fiber and/or particle diameter and porosity. …”

Decision tree demonstrating how rubrics were used to classify notebooks in the final group activity. by Luíza Zuvanov (3196005)