Generation of MPR images in JPEG format from DICOM data. by Takashi Kimura (178058)

List of Abbreviations by Gursimran Singh (575288)

“…However, existing BCI frameworks face several limitations, including a lack of stage-wise flexibility essential for experimental research, steep learning curves for researchers without programming expertise, elevated costs due to reliance on proprietary software, and a lack of all-inclusive features leading to the use of multiple external tools affecting research outcomes. …”

Openbookqa datesheet. by Jin Lu (428513)

TAQ datesheet. by Jin Lu (428513)

E-EVAL datesheet. by Jin Lu (428513)

scienceQA datesheet. by Jin Lu (428513)

AI2_ARC datesheet. by Jin Lu (428513)

CogLink by Mien Brabeeba Wang (18853391)

Spatiotemporal Soil Erosion Dataset for the Yarlung Tsangpo River Basin (1990–2100) by peng xin (21382394)

Datasets from the Programmatic Analysis of Fuel Treatments: from the landscape to the national level Joint Fire Science Project (14-5-01-1) by Douglas B. Rideout (19657906)

“…In addition, supplemental files such as the ArcPy python script for calculating the time since last fire and a file summarizing the wind and fuel moisture parameters used in the FlamMap runs for generating fire behavior inputs are also included.…”

Raw datasets acquired to investigate the possible roles of CAHS proteins from tardigrade in osmotic stress tolerance in mammalian cells and their analysis program by Takahiro Bino (8898745)

“…</p> <p><br></p> <p>In order to utilize the Python program code, it is necessary to refer to the file whose name corresponds to the respective filename.…”

Instance segmentation benchmarking results. by Khelina Fedorchuk (19130089)

“…<div><p>Time-lapse microscopy has long been used to record cell lineage trees. Successful construction of a lineage tree requires tracking and preserving the identity of multiple cells across many images. …”

Training details of the trackers. by Khelina Fedorchuk (19130089)

“…<div><p>Time-lapse microscopy has long been used to record cell lineage trees. Successful construction of a lineage tree requires tracking and preserving the identity of multiple cells across many images. …”

Artifact for the ATVA 2025 paper "PolyQEnt: A Polynomial Quantified Entailment Solver" by Krishnendu Chatterjee (15367413)

Not All local LLMs Are Equal: A Benchmark of Energy and Performance by Simão Cunha (19712455)

“…However, installing these specific versions is not mandatory:<br><br>```bash<br>bash scripts/install_prerequisites.sh<br>```<br><br>#### Dependencies<br><br>1. Install all Python libraries listed in `requirements.txt` using a virtual environment (e.g., named `env`):<br><br>```bash<br># Create a virtual environment named 'env'<br>python3 -m venv env<br><br># Activate the virtual environment<br>source env/bin/activate<br><br># Install the required Python libraries<br>pip3 install -r requirements.txt<br>```<br><br>For `llama-cpp-python` installation with CPU support (used in this paper), execute:<br><br>```bash<br>CMAKE_ARGS="-DLLAMA_BLAS=ON -DLLAMA_BLAS_VENDOR=OpenBLAS" pip3 install llama-cpp-python<br>```<br><br>For other hardware acceleration backends, refer to the [llama-cpp-python documentation](<u>https://github.com/abetlen/llama-cpp-python?…”

The artifacts and data for the paper "DD4AV: Detecting Atomicity Violations in Interrupt-Driven Programs with Guided Concolic Execution and Filtering" (OOPSLA 2025) by zixuan yuan (17602152)

“…</p><h3><b>Steps:</b></h3><h4><b>1) Navigate to the working directory:</b><br><code>cd $ROOT_DIR/test/simple_test</code></h4><p><br></p><p dir="ltr"><b>2) Build the program using the provided scripts:</b><br><code>.…”

Replication package for Automated Extract Method Refactoring with Open-Source LLMs by Sivajeet Chand (21786839)

“…The framework allows you to test and evaluate multiple models on real-world Python code samples.</p><p dir="ltr"><br></p><p>---</p>Features<p dir="ltr">- Supports 5 popular LLMs for code refactoring</p><p dir="ltr">- Works on sample Python files in batch</p><p dir="ltr">- Flexible model configuration via `model.yaml`</p><p dir="ltr">- Designed for experimentation and evaluation in research or production</p><p dir="ltr">- Uses CodeNet dataset</p><p><br></p><p><br></p><p dir="ltr">Specify one of the following in `CodeBase/model.yaml`:</p><p><br></p><p dir="ltr">- `Qwen/CodeQwen1.5-7B-Chat`</p><p dir="ltr">- `deepseek-ai/deepseek-coder-6.7b-instruct`</p><p dir="ltr">- `meta-llama/Llama-3.2-3B-Instruct`</p><p dir="ltr">- `Qwen/Qwen2.5-Coder-7B-Instruct`</p><p dir="ltr">- `microsoft/Phi-4-mini-instruct`</p><p><br></p><p dir="ltr">Specify one of the following in `CodeBase/prompts.yaml`:</p><p><br></p><p dir="ltr">- `few_shot`</p><p dir="ltr">- `zero_shot`</p><p dir="ltr">- `rci`</p><p><br></p><p dir="ltr">Dependencies:</p><p><br></p><p dir="ltr">- pip install -r requirements.txt</p><p><br></p><p dir="ltr">Data:</p><p><br></p><p dir="ltr">- data/Python_wrapped </p><p dir="ltr">- data/Problem_descriptions </p><p dir="ltr">- selected_files.txt</p><p><br></p><p dir="ltr">Run :</p><p><br></p><p dir="ltr">- inference.main</p>…”

HCC Evaluation Dataset and Results by Jens-Rene Giesen (18461928)

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

Poster: Evaluating outcomes of embedding coding activities in an advanced (astro)physics module by Judith Croston (20780552)

“…The activities aim to make abstract ideas concrete, provide authentic experiences of advanced physics and astronomy tasks, and to further develop valuable employability skills in coding and Python.</p><p dir="ltr">This project will explore student experience with the S385 activities and will examine the relationship between Python engagement, use of supporting resources, performance on Python assessment tasks, and overall module performance, so as to assess whether the aims of the embedded Python activities have been achieved.…”