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)

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

“…</li></ul></li><li><b>How to Run:</b></li><li><ol><li>Ensure you have Python and Jupyter Notebook installed.</li><li>Install the required libraries: <code>pip install -r requirements.txt</code></li><li>Navigate to the `` folder in your terminal and run <code>jupyter notebook</code>.…”

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.…”

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

“…Here, we present VISION, a stand-alone software based on Python for spectral analysis with improved applicability. …”

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.…”

<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". …”

Fig 1 - by Yitong Ma (8144697)

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

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. …”

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

Data, Codes, and Supplementary Figures for <b><i>"Leveraging Vision Capabilities of Multimodal LLMs for Automated Data Extraction from Plots"</i></b> by Dane Morgan (796750)

“…These files contain the extracted data points in CSV-like format.</li><li><code><strong>*.out_code</strong></code> - Python code generated by the LLM to recreate the source plot using the extracted data.…”

<b>Data and Code from 'The Perfect and Legitimate Bribe': A Transparent Record of Human-AI Collaboration in Legal Scholarship</b> by Joshua Stern (21748181)

“…The code can be executed using free and open-source software such as **Jupyter Notebook**, **JupyterLab**, or a cloud-based service like **Google Colab**.…”

Data and Code for Visualizing Compositional Analysis to Identify Reference Compositions, Thermoelectric Properties of Reference Materials, and Property Distributions in BiTe-Based... by Nirma Kumari (21679616)

Anisotropic Skyrmion and Multi-<i>q </i>Spin Dynamics in Centrosymmetric Gd₂PdSi₃: Data and Code by Matjaž Gomilšek (14278739)

“…Python script file<br>*.dat, [no extension] ... ASCII data file. …”

Deciphering pseudouridylation profiles and their biogenesis from deep sequencing data using psiFinder by zhirong chen (20863529)

“…<p dir="ltr">Compiled programs (C) and scripts (shell/R/perl/python) of psiFinder. Source QT codes of psiFinder.…”

DRLiPS: A Novel Method for Prediction of Druggable RNA-Small Molecule Binding Pockets Using Machine Learning by Sowmya Ramaswamy Krishnan (20867198)

Curvature-Adaptive Embedding of Geographic Knowledge Graphs in Hyperbolic Space by chenchen Guo (21327470)

“…</p><h3>Requirements</h3><ul><li>Python 3.7</li><li>PyTorch 1.10.0 & CUDA 11.8</li></ul><h3>Main Result Running commands:</h3><p dir="ltr">Execute <code>.sh: bash .…”

Data for "Are pseudo first-order kinetic constants properly calculated for catalytic membranes?" by Timothy Warner (20222838)

“…</li><li><b>catalytic_membrane_meta-analysis-0.1.3.zip</b>: zip folder containing figures from the publication and python codes and instructions for generating PFO results and individual figures for every research article listed in database.xlsx</li></ol><h2>Data Contents</h2><h3>database.xlsx</h3><h4>Porous Catalytic Membranes (Tab 1):</h4><ul><li>Index - number associated with analysis and figures generated by python codes in catalytic_membrane_meta-analysis-0.1.3.zip</li><li>Author full names</li><li>Title</li><li>Year</li><li>Source title</li><li>DOI</li><li>Abstract</li><li>Keywords</li></ul><h4>Data Table (Tab 2):</h4><ul><li>Index - number associated with analysis and figures generated by python codes in catalytic_membrane_meta-analysis-0.1.3.zip</li><li>Title</li><li>Comments on C/C0 Graph - description on what data was extracted, the format of the data and any modification required for analysis (if any).…”

A Human Brain Map of Mitochondrial Respiratory Capacity and Diversity by Eugene V. Mosharov (20543317)

“…Python code used for the conversion of the image of the brain slab to Neuroimaging Informatics Technology Initiative (NIfTI) format.…”