PyNoetic’s online mode in action. Data is streamed from an Emotiv EPOC headset. حسب Gursimran Singh (575288)

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A classification scheme of bipartite randomization algorithms, based on whether the matrix row and columns sums are preserved exactly (Fixed, <i>F</i>), preserved on average (Propo... حسب Zachary P. Neal (9946331)

Optimal Channel Encoding/Decoding Algorithm Design with MATLAB حسب Saraf Mohaimen Chowdhury (21977243)

ATF-DF-WA Algorithm Experimental Code حسب jinhao zhong (20616116)

"…<p dir="ltr">The provided code files serve the following purposes:</p><ul><li><b>Preprocess.py</b> – This script handles text preprocessing tasks, such as cleaning and preparing raw text data for further processing.…"

Code. حسب Shamsuz Zoha (22339469)

"…This study aimed to identify the determinants of C-section delivery and develop an ML-based predictive model using data from the Bangladesh Demographic and Health Survey (BDHS) 2022. …"

Evaluation of model aggregation algorithms. حسب JiaMing Wang (334865)

"…Additionally, the paper introduces the Gradient Similarity Model Aggregation (GSA) algorithm, which dynamically selects and weights updates from different models to reduce communication overhead. …"

Main code. حسب Jingguo Bi (21439766)

Code and data. حسب Crispin H. V. Cooper (21484906)

"…We suggest that the metaphor of discrete echo chambers may be inappropriate for meta-opinions: while measures of meta-opinion accuracy and its influences can reveal echo chamber characteristics where other metrics confirm their presence, the presence or absence of meta-opinion clusters is not itself sufficient to define an echo chamber. We publish both data and analysis code as supplementary material.…"

Hyperspectral Camouflage Detection Dataset and Codes حسب Qiran Wang (22051883)

"…Comparative evaluation demonstrated that the SPXY-ResNet model achieved the best performance, with 99.17% accuracy, 98.89% precision, and 98.82% recall, while maintaining low training time. …"

<b>Robot_gripper_design</b> حسب Ma Haohao (19780875)

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Pseudo live-stream of EEG data is generated, and a simple pick-and-place flowchart is designed for channel selection and filtering. حسب Gursimran Singh (575288)

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Algorithm of model development and validation. حسب Bethan Cracknell Daniels (20469396)

Comparison of ablation study. The deep model which consists of MOCOA-VMD and attention scheme achieves the best accuracy. حسب Hang Zhao (143592)

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Code for Most Likely Paths Calculation_ERP حسب Mengqi Yang (21263402)

Performance of various deep learning models from PyNoetic’s classification module on the Motor Imagery decoding task. حسب Gursimran Singh (575288)

الموضوعات:

Genetic algorithm iteration data chart. حسب Wenguang Li (6528113)

الموضوعات:

Performance of models by different algorithms. حسب Yong Zhang (5893)

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Access control pseudo-code. حسب Yonggang Huang (223155)

Python code for estimating parameters of an ALAAM model. حسب Alex Stivala (8356257)

"…<p>This code uses ALAAMEE with the stochastic approximation algorithm to estimate ALAAM parameters and their standard errors for the teenage friends and lifestyle data excerpt, with smoking as the outcome variable. …"

Types of bias through medical AI development stages, where they occur, their potential clinical consequences, and mitigation techniques. حسب James L. Cross (14045227)

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