<b>Opti2Phase</b>: Python scripts for two-stage focal reducer by Morgan Najera (21540776)

“…</li></ul><p dir="ltr">The scripts rely on the following Python packages. Where available, repository links are provided:</p><ol><li><b>NumPy</b>, version 1.22.1</li><li><b>SciPy</b>, version 1.7.3</li><li><b>PyGAD</b>, version 3.0.1 — https://pygad.readthedocs.io/en/latest/#</li><li><b>bees-algorithm</b>, version 1.0.2 — https://pypi.org/project/bees-algorithm</li><li><b>KrakenOS</b>, version 1.0.0.19 — https://github.com/Garchupiter/Kraken-Optical-Simulator</li><li><b>matplotlib</b>, version 3.5.2</li></ol><p dir="ltr">All scripts are modular and organized to reflect the design stages described in the manuscript.…”

The figures showed a comparison of the balanced and imbalanced sequences and performance of classifiers. by Solomon Shiferaw Beyene (9143178)

Pathway activity and single-cell level functional states of CEDGs in cancer. by Yuxi Gu (11386081)

New constraints added to the mutated reactions induced by modified gene expression. by Fangzhou Shen (5140994)

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eVIP identifies functional differences between two RNF43 frameshift mutations. by Alexis M. Thornton (11068403)

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Definitions of global parameters used for constructing random ecosystems. by Robert Marsland (8616483)

Volcano plot for gene expression levels of cells in cluster 1 (putative thorny cells) vs. cells in cluster 2 (putative a-thorny cells). by Daniele Linaro (227790)

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KEGG analysis bubble plot for other four module. by Zongjin Li (38031)

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Visualization for the module 1. by Zongjin Li (38031)

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Clustering performance comparison. by Zongjin Li (38031)

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Heat map analysis of the biomarkers. by Zongjin Li (38031)

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Comparison with published methods. by Zongjin Li (38031)

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GO analysis bubble plot for module 1. by Zongjin Li (38031)

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Pathway analysis bubble plot for module 1. by Zongjin Li (38031)

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GO analysis bubble plot for other four modules. by Zongjin Li (38031)

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R-squared comparison of test function. by Kejia Liu (5699651)

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Objective function values of different algorithms on individual problem instances. by Panfei Li (22379086)

“…<p>Objective function values of different algorithms on individual problem instances.…”

Loss function values of target detection algorithms during training. by Guodong Su (7876934)

“…<p>Loss function values of target detection algorithms during training.…”

DataSheet_1_Identifying hub genes and common biological pathways between COVID-19 and benign prostatic hyperplasia by machine learning algorithms.docx by Hang Zhou (230977)

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Sensor value scenario for average value algorithm. by Gourab Saha (8987405)