+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. …”

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. …”

Python file of the computational framework. by Benoit Haut (9753029)

Hardware parameters of optimal implementations. by Xuzhen He (14676114)

Subjects:

Locality of reference in optimal implementations. by Xuzhen He (14676114)

Subjects:

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

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. …”

Implementation of the 1D heat model with array programming. by Xuzhen He (14676114)

Subjects:

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 code and Excel data for machine learning integrated life cycle sustainability analysis of pyrolysis and hydrothermal carbonization of animal manure by Mohammed Tamim Zaki (17551557)

“…The inventory data for the sustainability analysis embedded within the Python code represent organic waste management data from Hardy County, West Virginia, USA.…”

Python code for hierarchical cluster analysis of detected R-strategies from rule-based NLP on 500 circular economy definitions by Zahir Barahmand (18008947)

“…</p><p dir="ltr">This Python code was optimized and debugged using ChatGPT-4o to ensure implementation efficiency, accuracy, and clarity.…”

Secondary structure of RF00174 Cobalamin riboswitch (Acido bacterium) (A) and RF01055 MOCO riboswitch class (B). by Solomon Shiferaw Beyene (9143178)

Heat-map showed 156 features correlation. by Solomon Shiferaw Beyene (9143178)

Performances of Naïve Bayes (NB), Multilayer Perceptron (MLP), Random Forest (RF), Gradient Boosting (GB), Support Vector Machine (SVM) and K- Nearest Neighbors (KNN). by Solomon Shiferaw Beyene (9143178)

Heat-map showed features correlation. by Solomon Shiferaw Beyene (9143178)

Accuracy, sensitivity, specificity and F-score. by Solomon Shiferaw Beyene (9143178)