ThermoPred: AI-Enhanced Quantum Chemistry Data Set and ML Toolkit for Thermochemical Properties of API-Like Compounds and Their Degradants حسب Diullio P. Santos (22770713)

الموضوعات:

Initial Weight Models of Predictive Coding Deep Neural Network (Chainer & Pytorch) حسب Eiji Watanabe (3862120)

"…Sample Initial Weight Model of Predictive Coding Deep Neural Network.<div><br></div><div><div>Use the model with predictive coding deep neural network,</div><div>https://doi.org/10.6084/m9.figshare.5483710</div><div>and with training dataset,</div><div>https://doi.org/10.6084/m9.figshare.5483668</div><div><br></div><div>Sample command.…"

Computing Mixture Adsorption in Porous Materials through Flat Histogram Monte Carlo Methods حسب Hsuan-Chu Chen (9038109)

الموضوعات:

PHOTONAI explorer. حسب Ramona Leenings (11167294)

Five Operator Lattice Simulation حسب James McDaniel (22522571)

"…<p dir="ltr">This dataset contains the Python simulation code and supporting documentation for the paper <i>A Five-Operator Lattice of Consciousness: A Logical Framework for Mediation Between Implicit and Explicit Processing</i> (McDaniel, 2025).…"

S1 Code - حسب Christina M. Homer (3561131)

Optimal implementation of matrix operations on the CPU platform (double precision; solid black line = benchmarked bandwidth; lines + symbols = effective bandwidth; black = COPY2D;... حسب Xuzhen He (14676114)

BSTPP: a python package for Bayesian spatiotemporal point processes حسب Isaac Manring (20705955)

"…<p>Spatiotemporal point process models have a rich history of effectively modeling event data in space and time. However, they are sometimes neglected due to the difficulty of implementing them. …"

Data and analysis codes for coarse-grained simulations of metal-organic cages حسب Emma Wolpert (21223817)

Predicting coding regions on unassembled reads, how hard can it be? - Genome Informatics 2024 حسب Amanda Clare (98717)

"…The locations and directions of the predictions on the reads are then combined with the information about locations and directions of the reads on the genome using Python code to produce detailed results regarding the correct, incorrect and alternative starts and stops with respect to the genome-level annotation.…"

Machine Learning Models for Predicting Infant Undernutrition in Rural Rajasthan, India Code and Dataset حسب Ruchit Nagar (9985781)

"…The code is extensively commented for clarity.</p><p dir="ltr">1. 1_low_birth_weight_model.py: Script for developing the low birth weight prediction model.…"

Data and Codes to Support Geospatial Constrained Optimization حسب Lianfa Li (1922281)

"…<div><div>The shared files provide the data and code to support the paper, titled "Geospatial constrained optimization to simulate and predict spatiotemporal trends of air pollutants" to be published in <i>Spatial Statistics</i>. …"

The archive ‘S1_Data_Code_Repository.zip’ contains all relevant data sets and program code for generating the results reported in the manuscript. حسب Udo A. Ernst (11690163)

FlakyFix: Using Large Language Models for Predicting Flaky Test Fix Categories and Test Code Repair حسب Sakina Fatima (15362704)

"…<p dir="ltr">This is the replication package associated with the paper: 'FlakyFix: Using Large Language Models for Predicting Flaky Test Fix Categories and Test for Code Repair'</p><p><br></p><p dir="ltr">### Requirements</p><p dir="ltr">This is a list of all required python packages:</p><p dir="ltr">-imbalanced_learn==0.8.1</p><p dir="ltr">-numpy==1.19.5</p><p dir="ltr">-pandas==1.3.3</p><p dir="ltr">-transformers==4.10.2</p><p dir="ltr">-torch==1.5.0</p><p dir="ltr">-scikit_learn==0.24.2</p><p dir="ltr">-openai==v0.28.1</p><p><br></p><p dir="ltr">#Automated tool for labelling dataset with flaky test fix categories</p><p><br></p><p dir="ltr">This is a step-by-step guideline for automatically labelling dataset with flaky test fix categories</p><p><br></p><p><br></p><p dir="ltr">### Input Files:</p><p dir="ltr">This is a an input file that is required to accomplish this step:</p><p dir="ltr">* Data/IdoFT_dataset_filtered.csv</p><p dir="ltr">https://figshare.com/s/47f0fb6207ac3f9e2351</p><p><br></p><p dir="ltr">### Output Files:</p><p dir="ltr">* Results/IdoFT_dataset_filtered.csv</p><p><br></p><p><br></p><p dir="ltr">### Replicating the experiment</p><p><br></p><p dir="ltr">This experiment can be executed using the following commands after navigating to the `Code\` folder:</p><p><br></p><p dir="ltr">```console</p><p dir="ltr">bash Automated_labelling_tool.sh</p><p>```</p><p><br></p><p dir="ltr">It will generate the dataset required to run our prediction models to predict the category of the fix, given a flaky test code</p><p><br></p><p>---</p><p><br></p><p dir="ltr"># Prediction models for fix categories using the test case code</p><p><br></p><p dir="ltr">This is the guideline for replicating the experiments we used to evaluate our prediction models i.e. …"

Quanfima: An open source Python package for automated fiber analysis of biomaterials حسب 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. …"

Settings for ABC-SMC code. حسب Román Zapién-Campos (9592478)

Actual value and predicted value of Bagging-SCNs. حسب Xinfu Pang (16713651)

"…Second, the influencing factors, such as the weather- and week-type data, are coded. Then, combined with the data of influencing factors after coding, the Bagging-SCNs integration algorithm is used to predict the short-term load. …"

Total epithelial chloride fluxes for the W-PCT-E model. حسب Leyla Noroozbabaee (14100772)

Fig 5 - حسب Leyla Noroozbabaee (14100772)

Supplementary data for PCI-based pavement modelling: code, presentation, and additional analysis حسب Azam Amir (21505033)