PyRates—A Python framework for rate-based neural simulations حسب Richard Gast (8129451)

"…In this work, we present PyRates, a Python framework that provides the means to build a large variety of rate-based neural models. …"

The MQTT test broker with Python program. حسب Yazid Saif (17144817)

Python programming code for the stochastic inference of disease interval distributions. حسب Günter Schneckenreither (10099380)

Python implementation for image-based ERT inversion using ViT, CNN, UNet, and LDM models, and related data conversion and visualization حسب Huichao Yin (14589020)

"…<p dir="ltr">Python implementation for image-based ERT inversion using ViT, CNN, UNet, and LDM models, and related data conversion and visualization.…"

Example of loading and running BNGL model in MCell4. حسب Adam Husar (18437351)

"…<p>Python code for an MCell4 model that will implement loading of the BNGL file shown in <a href="http://www.ploscompbiol.org/article/info:doi/10.1371/journal.pcbi.1011800#pcbi.1011800.g010" target="_blank">Fig 10</a> (referenced as subsystem.bngl). …"

Boundary-value problems and solutions for the examined numerical models. حسب Xuzhen He (14676114)

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PYTHON حسب Kan Jia (21666161)

Five Operator Lattice Simulation حسب James McDaniel (22522571)

"…<p dir="ltr">This dataset contains the Python simulation code and supporting documentation for the paper <i>A Five-Operator Lattice of Consciousness: A Logical Framework for Mediation Between Implicit and Explicit Processing</i> (McDaniel, 2025).…"

Performance metrics for ProSmith and previously published methods for DTA prediction on the random split of the Davis dataset. حسب Alexander Kroll (9304225)

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Performance metrics for ProSmith and previously published methods for DTA prediction for different splitting scenarios. حسب Alexander Kroll (9304225)

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For accurate DTA predictions, ProSmith requires training on identical drugs but not on similar proteins. حسب Alexander Kroll (9304225)

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Coefficient of determination <i>R</i>² of ProSmith for different splitting scenarios of the Davis dataset. حسب Alexander Kroll (9304225)

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We divided the ESP test set into subsets according to the number of positive data points with the same small molecule in the training set. حسب Alexander Kroll (9304225)

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Performance metrics for ProSmith and ESP for the prediction of enzyme-substrate pairs. حسب Alexander Kroll (9304225)

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We divided the ESP test set into subsets according to the maximal sequence identity of an enzyme compared to all training enzymes. حسب Alexander Kroll (9304225)

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Drug-target affinity predictions improve with increasing drug similarity score compared to the training drugs. حسب Alexander Kroll (9304225)

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Performance metrics of ProSmith and previously published methods for the prediction of Michaelis constants <i>K</i>_M. حسب Alexander Kroll (9304225)

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Hyperparameters of the ProSmith Transformer Network. حسب Alexander Kroll (9304225)

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Enzyme-substrate pair predictions improve with increasing substrate similarity compared to training substrates. حسب Alexander Kroll (9304225)

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Optimal implementation of matrix operations on the CPU platform (double precision; solid black line = benchmarked bandwidth; lines + symbols = effective bandwidth; black = COPY2D;... حسب Xuzhen He (14676114)

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