RealBench: A Repo-Level Code Generation Benchmark Aligned with Real-World Software Development Practices by RealBench RealBench (22275393)

“…<br>│ └── level4/ # Level 4 projects (expert complexity).<br>├── src/ # Main source code for the RealBench framework.<br>│ ├── crawler/ # GitHub repository crawling and filtering.…”

Multi-data source ML-based spatiotemporal groundwater dynamics in Brazil by Clyvihk Camacho (14566256)

Replication Package: "The SBOM Gap: Adoption and Compliance in Open Source Software" by anonymous author (14191683)

“…</p><p dir="ltr"> - SBOM_files/: Includes all valid SBOM files collected from open-source projects, in SPDX or CycloneDX formats.</p><p><br></p><p dir="ltr">code/: Contains source code for reproducing both research questions.…”

Scipy2025: Empowering Learners: Teaching Reproducible Research with Open-Source Tools by Deborah Khider (4673140)

Replication package for "Analysing Infrastructure-as-Code Software Supply Chains: Extraction of Ansible Plugin Dependencies" by Ruben Opdebeeck (9399530)

“…</p><p dir="ltr"><code>data.zip</code> contains the dataset used in this study, including the Ansible collection sources and all derived data used in the RQs.…”

R codes and curated dataset for “EnoLEX: A Diachronic Lexical Database for the Enggano Language” by Gede Primahadi Wijaya Rajeg (14592023)

“…</p><blockquote><b><i>EnoLEX</i></b><i> represents a network of independent research materials consisting of a </i><a href="https://doi.org/10.25446/oxford.28295648.v1" rel="noreferrer" target="_blank"><i>source dataset</i></a><i>, this repository of source R codes and the curated data, the </i><a href="https://enggano.shinyapps.io/enolex/" rel="noreferrer" target="_blank"><i>online database</i></a><i>, and a conference </i><a href="https://doi.org/10.25446/oxford.27013864.v1" rel="noreferrer" target="_blank"><i>paper</i></a><i>.…”

Schematic architecture of OmnibusX, illustrating its modular design and data flow. by Linh Truong (4669021)

Code and data for evaluating oil spill amount from text-form incident information by Yiming Liu (18823387)

“…The code is written in Python and operated using Jupyter Lab and Anaconda. …”

Data and code for: A century of reforestation reduced anthropogenic warming in the eastern United States by Mallory Barnes (9756051)

The codes and data for "A Graph Convolutional Neural Network-based Method for Predicting Computational Intensity of Geocomputation" by FirstName LastName (20554465)

“…</p><p dir="ltr"><i>cd 3wofs/ParallelComputation</i></p><p dir="ltr"><i>sbt packeage</i></p><p dir="ltr"><i>spark-submit --master {host1,host2,host3} --class whu.edu.cn.core.cube.raster.WOfSOptimizedByDL path/to/package.jar path/to/output</i></p><h3>Statement about Case 3</h3><p dir="ltr"><b>The experiment Case 3 presented in this paper was conducted with improvements made on the GeoCube platform.</b></p><ul><li><b>Code Name</b>: GeoCube</li><li><b>Code Link</b>: <a href="https://doi.org/10.6084/m9.figshare.15032847.v1" target="_blank">GeoCube Source Code</a></li><li><b>License Information</b>: The GeoCube project is openly available under the <b>CC BY 4.0 license</b>.The GeoCube project is licensed under <b>CC BY 4.0</b>, which is the <b>Creative Commons Attribution 4.0 International License</b>, allowing anyone to freely share, modify, and distribute the platform's code.…”

The codes and data for "A Graph Convolutional Neural Network-based Method for Predicting Computational Intensity of Geocomputation" by FirstName LastName (20554465)

“…</p><p dir="ltr"><i>cd 3wofs/ParallelComputation</i></p><p dir="ltr"><i>sbt packeage</i></p><p dir="ltr"><i>spark-submit --master {host1,host2,host3} --class whu.edu.cn.core.cube.raster.WOfSOptimizedByDL path/to/package.jar path/to/output</i></p><h3>Statement about Case 3</h3><p dir="ltr"><b>The experiment Case 3 presented in this paper was conducted with improvements made on the GeoCube platform.</b></p><ul><li><b>Code Name</b>: GeoCube</li><li><b>Code Link</b>: <a href="https://doi.org/10.6084/m9.figshare.15032847.v1" target="_blank">GeoCube Source Code</a></li><li><b>License Information</b>: The GeoCube project is openly available under the <b>CC BY 4.0 license</b>.The GeoCube project is licensed under <b>CC BY 4.0</b>, which is the <b>Creative Commons Attribution 4.0 International License</b>, allowing anyone to freely share, modify, and distribute the platform's code.…”

Data and Code for Empirical Validation of Smart Elderly Care Service Platform Evolutionary Game Study by Yanyu Fu (22026817)

“…</li><li><b>Running Environment:</b></li><li><ul><li>Python 3.13</li><li>Jupyter Notebook environment</li><li>All necessary libraries (e.g., NLTK, Pandas, Matplotlib) are listed in the <code>requirements.txt</code> file.…”

<b>VISION — an open-source software for automated multi-dimensional image analysis of cellular biophysics</b> by Erdinc Sezgin (10714689)

“…However, the few open-source packages available for processing of spectral images are limited in scope. …”

<b>MSLU-100K: A multi-source land use dataset of Chinese major cities</b> by Yao Yao (7903457)

“…<p dir="ltr">The project includes the code of a deep learning model related to the paper "MSLU-100K: A Multi-Source Land Use Dataset for Major Cities in China". …”

Python Script for Modeling Hydroponically Cultivated Bibb Lettuce by Andrew Sharkey (22043660)

“…<p dir="ltr">This is the source code behind the Python script of the doctoral thesis "Developing Robust Agricultural Kinetic Models: The Hydroponic Cultivation of <i>L. …”

Supplementary material for "Euler inversion: Locating sources of potential-field data through inversion of Euler's homogeneity equation" by Leonardo Uieda (97471)

“…</p><h2>License</h2><p dir="ltr">All Python source code (including <code>.py</code> and <code>.ipynb</code> files) is made available under the MIT license. …”

Fig 1 - by Yitong Ma (8144697)

Workflow of T cell activation analysis. by Yitong Ma (8144697)

Prism and scutoid cell shape. by Sophie Theis (4126453)

Performance. by Sophie Theis (4126453)