PLOS Open Science Indicators by Public Library of Science (276459)

“…The v10 dataset focuses on detection of five Open Science practices by analysing the XML of published research articles:</p><ul><li>Sharing of research data, in particular data shared in data repositories</li><li>Sharing of code</li><li>Posting of preprints</li><li>Sharing of protocols</li><li>Sharing of study registrations</li></ul><p dir="ltr">The dataset provides data and code generation and sharing rates, the location of shared data and code (whether in Supporting Information or in an online repository). …”

Optimization results of MBB multi-material structure under different methods. (a) A level-set method for multi-material topology optimization [33]. (b) An alternating active-phase... by Zhao Li (300229)

Precise Discovery of Novel N‑Terminal Proteoforms beyond the Limitations of Proteogenomics and <i>De Novo</i> Sequencing by Cuitong He (5446760)

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Python code for estimating parameters of an ALAAM model. by 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. …”

Model code by Waltraud Schulze (20695250)

“…The latter provides insights into the inherent texture complexity of the image data due to the lossless coding. For classification of leaf surfaces from tree species based on the computed features, we utilized the k-nearest neighbors (kNN) algorithm with k=3. …”

Data and code availability: Machine Learning on systematically curated data reveals key determinants of magnetic hyperthermia performance by Edgar Vega (21981590)

code_4 by Olga Ovtsarenko (20432033)

Code repository by Dimitrios Iason Papadopoulos (21556811)

“…<pre>This repository contains the code that was used to conduct the experiments that are mentioned in the paper.…”

S1 Code - by Gaosha Li (20570760)

PyNoetic’s unique pick-place configurable flowchart that offers a no-code option for non-programmers. by Gursimran Singh (575288)

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Code and data for evaluating oil spill amount from text-form incident information by Yiming Liu (18823387)

“…<h2>Dataset and Code Description</h2><p dir="ltr">This repository includes the code and data for evaluating oil spill amounts from incident textual information. …”

Schematic diagram of the accuracy of different network models changing with the signal-to-noise ratio. by Xiaojun Wang (50332)

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Style transfer effect between illustrations and images of different artistic styles (All images are original creations created by the author). by Xiaojun Wang (50332)

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Statistical analysis table. by Xiaojun Wang (50332)

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Results of ablation experiment. by Xiaojun Wang (50332)

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Densely linked network. by Xiaojun Wang (50332)

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CycleGAN cycle consistency. by Xiaojun Wang (50332)

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Network structure of CycleGAN model. by Xiaojun Wang (50332)

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Adams dense link module. by Xiaojun Wang (50332)

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Comprehensive Re, F1 and Pre values of FcaNet-CycleGAN model. by Xiaojun Wang (50332)

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