Performance of PCA and Joint Autoencoder (JAE) denoising algorithms. حسب Ege Altan (11768156)

الموضوعات:

Explained variance ration of the PCA algorithm. حسب Abeer Aljohani (18497914)

"…<div><p>Chest X-ray image classification plays an important role in medical diagnostics. Machine learning algorithms enhanced the performance of these classification algorithms by introducing advance techniques. …"

Python-Based Algorithm for Estimating NRTL Model Parameters with UNIFAC Model Simulation Results حسب Se-Hee Jo (20554623)

"…This algorithm conducts a series of procedures: (1) fragmentation of the molecules into functional groups from SMILES, (2) calculation of activity coefficients under predetermined temperature and mole fraction conditions by employing universal quasi-chemical functional group activity coefficient (UNIFAC) model, and (3) regression of NRTL model parameters by employing UNIFAC model simulation results in the differential evolution algorithm (DEA) and Nelder–Mead method (NMM). …"

Testing function diagram of QIMPN-PCA-DC. حسب Jun Zhao (59250)

Principal Component Analysis (PCA) of the independent dataset from the HPC cohort. حسب Erica A. K. DePasquale (11851483)

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Reward function related parameters. حسب Honglei Pang (22693724)

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

Loss functions between PCA-DNN model and PCA-LSTM model. حسب Cihun-Siyong Alex Gong (11874066)

Dimensionality of noise free datasets. حسب Ege Altan (11768156)

الموضوعات:

Dimensionality of noise free datasets with unequal variance. حسب Ege Altan (11768156)

الموضوعات:

Recommended analysis pipeline for estimating the dimensionality of multi-electrode array recordings. حسب Ege Altan (11768156)

الموضوعات:

PCA visualization of LSTM hidden layer activity of an example 7-hidden-unit network (#7). حسب Quan Wan (1329666)

الموضوعات:

Python-based Monte Carlo Simulation Tool حسب Yangfan Jiang (9372782)

Convergence curves of various algorithms under test functions. حسب Jiayuan Wang (3765376)

"…<p>Convergence curves of various algorithms under test functions.</p>…"

Comparison of results of algorithms under five standard functions. حسب Kemal Gökhan Nalbant (18858009)

"…<p>Comparison of results of algorithms under five standard functions.</p>…"

Convergence curves of various algorithms under test functions. حسب Jiayuan Wang (3765376)

"…<p>Convergence curves of various algorithms under test functions.</p>…"

<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.…"

Workflow of the BOMS algorithm. حسب Ocima Kamboj (21533199)

Convergence results of different dimensional functions under different algorithms. حسب Guilian Feng (18530806)

"…<p>Convergence results of different dimensional functions under different algorithms.</p>…"

The convergence curve of each optimization algorithm under the test function. حسب Hao Yang (328526)

"…<p>The convergence curve of each optimization algorithm under the test function.</p>…"