<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.…"

SP results of algorithms in the CEC 2009 test functions. حسب Vahid Goodarzimehr (21343124)

MS results of algorithms in the CEC 2009 test functions. حسب Vahid Goodarzimehr (21343124)

PSNR (dB) and SSIM of the deblurred images, and the algorithms’ running time (in seconds) on VOC2012 database. حسب Wei Zhou (24328)

الموضوعات:

Performance of optimization algorithms in six different network types. حسب Maurits H. W. Oostenbroek (11331123)

Effect of the transmission probability function on epidemic spread. حسب Soler Gabriela Bayolo (21011810)

Flowchart of MOSRS algorithm. حسب Vahid Goodarzimehr (21343124)

"…Inverted Generational Distance, Spacing, Maximum Spread, and Hypervolume are used to identify the best algorithm. …"

FAR-1: A Fast Integer Reduction Algorithm Compared to Collatz and Half-Collatz حسب Faizan Ali (21689861)

الموضوعات:

An expectation-maximization algorithm for finding noninvadable stationary states. حسب Robert Marsland (8616483)

"…<i>(b)</i> Metabolic byproducts move the relevant unperturbed state from <b>R</b>⁰ (gray ‘x’) to (black ‘x’), which is itself a function of the current environmental conditions. …"

<b>Algorithm Pseudocode</b> حسب Yibin Zhao (22425801)

Verification of the in-line PS function. حسب Raul Castañeda (13932971)

PSNR (dB) and SSIM of the deblurred images in noisy circumstances on VOC2012 database. حسب Wei Zhou (24328)

الموضوعات:

Results of the application of different clustering algorithms to average functional connectivity from healthy subjects. حسب Francisco Páscoa dos Santos (16510676)

"…Inertia was calculated using the scikit learn module in Python. B) Resulting cluster distance from hierarchical clustering to averaged functional connectivity from healthy subjects, with different numbers of clusters. …"

Listed python codes of our algorithm with explanations (Python 3.9 recommended). حسب Takayuki Niizato (162226)

Examples of the ground truth images. حسب Haoyuan Yang (8630391)

الموضوعات:

Results of comparisons with Fig 19. حسب Haoyuan Yang (8630391)

الموضوعات:

Motion blur with <i>L</i> = 18 and <i>Φ</i> = 30° for the “caps.bmp” image. حسب Haoyuan Yang (8630391)

الموضوعات:

Atmospheric turbulence blur with <i>σ</i> = 3.2 for the “plane.bmp” image. حسب Haoyuan Yang (8630391)

الموضوعات:

Defocus blur with <i>r</i> = 4 for the “monarch.bmp” image. حسب Haoyuan Yang (8630391)

الموضوعات:

Motion blur with <i>L</i> = 16 and <i>Φ</i> = 45° for the “lighthouse2.bmp” image. حسب Haoyuan Yang (8630391)

الموضوعات: