Sparse canonical-correlation analysis (sCCA) of TC scores with reinforcement-learning and sensorimotor-control variables. by Huu Hoang (9188747)

Overall framework design. by Matthew Yit Hang Yeow (20721206)

“…Our approach uses cross-project code clone detection to establish the ground truth for software reuse, identifying code clones across popular GitHub projects as indicators of potential reuse candidates. …”

Gamma distribution of reuse. by Matthew Yit Hang Yeow (20721206)

“…Our approach uses cross-project code clone detection to establish the ground truth for software reuse, identifying code clones across popular GitHub projects as indicators of potential reuse candidates. …”

Top 5 correlated features based on reuse. by Matthew Yit Hang Yeow (20721206)

“…Our approach uses cross-project code clone detection to establish the ground truth for software reuse, identifying code clones across popular GitHub projects as indicators of potential reuse candidates. …”

Features with the top importance score. by Matthew Yit Hang Yeow (20721206)

“…Our approach uses cross-project code clone detection to establish the ground truth for software reuse, identifying code clones across popular GitHub projects as indicators of potential reuse candidates. …”

Development and characterization of a cell-type-specific gene expression reference panel from single-nucleus RNA sequencing (snRNAseq). by Brian Gural (21781982)

Subgraph of the STRING reference, physical network showing the three InfoMap-based communities with highest average ENQUIRE-informed Q-scores. by Luca Musella (19986312)

“…After applying the InfoMap community detection algorithm with normalized Q-scores as probability weights, we selected the three communities with highest average score (colored areas) and pruned the original STRING network using the union of their corresponding protein-coding genes. …”

<b>Force-Position-Speed Planning and Roughness rediction for Robotic Polishing</b> by Ma Haohao (19780875)

“…The improved dung beetle optimization algorithm, back propagation neural network, finite element analysis and response surface method provide a strong guarantee for the selection of robotic polishing process parameters. …”

The Guardian Reading Dataset by Frans Van der Sluis (18365826)

“…Key columns are:</p><ul><li><code>stimulus</code>: Identifier for each article.…”

Overtuning in Hyperparameter Optimization - Artifacts by Lennart Schneider (20131899)

“…<br></p><p dir="ltr">This data contains the following columns (and some additional ones not explained here which are self-explanatory) where the validation and test performance of each proposed hyperparameter configuration are tracked over time in the form of trajectories</p><ul><li>iteration (iteration of an HPO run)</li><li>valid (validation performance)</li><li>test_retrained (test performance after retraining)</li><li>seed (replication id)</li><li>classifier (learning algorithm)</li><li>data_id (data set id)</li><li>train_valid_size (size of the set used for training and validation)</li><li>resampling (resampling method)</li><li>metric (performance metric)</li><li>method (post selection method and resampling method)</li><li>optimizer (HPO algorithm)</li></ul><p><br></p>…”

A Gentle Introduction and Application of Feature-Based Clustering with Psychological Time Series by Jannis Kreienkamp (10641803)

“…We also provide practical algorithm overviews and readily available code for data preparation, analysis, and interpretation.…”

Identification of Neuronal Activity from Extracelullar Recordings with Ground-truth Patch Clamp by Carina Germer (18692413)

“…<p dir="ltr">Automated algorithm for the identification of neuronal activity from multichannel electrode arrays available on an online <a href="https://zenodo.org/records/1205233" rel="noreferrer" target="_blank">database</a>¹</p><p dir="ltr"><i>Decomposition of an initial segment of the recording:</i><br>main code: NeuroNella_DecomposeGroundTruth<br><br>How to run (in MATLAB):</p><p dir="ltr"><br>1: Download the main code (NeuroNella_DecomposeGroundTruth) and zip folder containing the subcodes<br>2: Download recording files: Download one or more files from the <a href="https://zenodo.org/records/1205233" rel="noreferrer" target="_blank">database</a> and save in one folder<br>3: Set Up the Main Directory: Locate the MainDir variable in the code and edit it to include the path to the folder containing the code files.…”

Supplementary file 1_Construction of an oligometastatic prediction model for nasopharyngeal carcinoma patients based on pathomics features and dynamic multi-swarm particle swarm op... by Yunfei Li (652635)

“…A demo of the DMS-PSO-SVM modeling algorithm code used in this study can be found on Github (https://github.com/Edward-E-S-Wang/DMS-PSO-SVM).…”

Research on Olympic medal prediction based on GA-BP and logistic regression model Extended data by Sanglin Zhao (20599835)

“…</p><p dir="ltr">Including data and code (Matlab)</p>…”

Replication Package of "Battling Phish" by Anonymous Author (7372229)

“…</li><li><code><strong>Feature_importance_analysis_source_code.py</strong></code><br>Performs feature selection using seven statistical and model-based ranking methods.…”

Back to the Roots: Assessing Mining Techniques for Java Vulnerability-Contributing Commits by Torge Hinrichs (17121607)

“…<p dir="ltr">Vulnerability-contributing commits (VCCs) are changes in code repositories that contribute to the insertion of vulnerabilities. …”

<b>From street view imagery to the countryside: large-scale perception of rural China using deep learning</b> by Yao Yao (7903457)

“…The project includes both the data and code that support the Pair-CNN model.</p><h3>1. "data" folder</h3><ul><li>Picture.zip—Rural street view imagery data, containing 100 randomly selected rural imagery in JPG format.…”

Aluminum alloy industrial materials defect by Ying Han (20349093)

“…</p><p dir="ltr">All code has been tested on Windows computers with Anaconda and CUDA-enabled GPUs. …”

Fire Lab tree list: A tree-level model of the conterminous United States landscape circa 2014 by Karin L. Riley (19657882)

“…While such observations do exist at selected spots such as established forest plots, most forests have not been mapped with this level of specificity. …”

Overview of mouse ovary analysis using Vizgen MERFISH data. by Ian K. Gingerich (22822222)

“…<b>C: Clustering Accuracy (ARI) Across Methods</b> — Adjusted Rand Index values for all methods, color-coded by clustering algorithm; shows full ARI range at default RASP parameters (kNN = 2–20, ) and the default parameter single-point performance (kNN=10, ). …”