<b>Opti2Phase</b>: Python scripts for two-stage focal reducer حسب 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.…"

Activation functions: Sigmoid function and ReLU function. حسب Wan-Hua Zhang (21601139)

Examples of between- and within-community Beta distributions. حسب Alexandria M. Jensen (6494957)

الموضوعات:

Distribution of cross correlations in functional connectivity in ABIDE sample. حسب Alexandria M. Jensen (6494957)

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Overview of the wavess algorithm and R package. حسب Narmada Sambaturu (4989539)

Reward function related parameters. حسب Honglei Pang (22693724)

الموضوعات:

Analysis of ABIDE dataset: Conventional regression frameworks for optimized algorithmic value. حسب Alexandria M. Jensen (6494957)

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Comparison of algorithms across metrics in test problems. حسب Jihui Hu (19812736)

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Performance comparison of different mainstream algorithms. حسب Haisong Xu (141729)

Function <i>χ</i>_<i>opt</i> superimposed with the phase-field function indicating the channel geometry. حسب Martina Bukač (20161460)

Comparison of average precision means of different algorithms. حسب Haisong Xu (141729)

Algorithm comparison experiment on the RSOD dataset. حسب Pingping Yan (462509)

الموضوعات:

ANOVA was performed to test the differences between the algorithms for each indicator. حسب Jihui Hu (19812736)

الموضوعات:

Heatmap results from the global sensitivity analysis for the generation of villous vessels within a placentone. حسب Diana C. de Oliveira (9220729)

The phase-field function for three different network configurations considered in this work. حسب Martina Bukač (20161460)

Algorithm comparison experiment on the NWPU VHR-10 dataset. حسب Pingping Yan (462509)

الموضوعات:

Linear-regression-based algorithms succeed at identifying the correct functional groups in synthetic data, and multi-group algorithms recover more information. حسب Yuanchen Zhao (12905580)

"…<p>(A), (B) Algorithm performance, evaluated over 50 simulated datasets generated as described in <a href="http://www.ploscompbiol.org/article/info:doi/10.1371/journal.pcbi.1012590#pcbi.1012590.g001" target="_blank">Fig 1</a> with <i>N</i> = 3 true groups, 900 samples and 10% simulated measurement noise. …"

Classification algorithm implemented in SPARTA. حسب Baptiste Ruiz (20285217)

Comparison of different algorithms. حسب Dawei Wang (471687)

"…A sophisticated optimization model has been developed to simulate the optimal operation of machinery, aiming to maximize equipment utilization efficiency while addressing the challenges posed by worker fatigue. An innovative algorithm, the improved hybrid gray wolf and whale algorithm fused with a penalty function for construction machinery optimization (IHWGWO), is introduced, incorporating a penalty function to handle constraints effectively. …"

Pictorial representation of isomorphically scaling down spots within a fixed field of view and corresponding imaging configuration. حسب Nicholas H. Vitale (20469289)