Validation performance metrics for three different pipeline setups. حسب Ramona Leenings (11167294)

الموضوعات:

Class architecture. حسب Ramona Leenings (11167294)

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Parallel pipeline elements. حسب Ramona Leenings (11167294)

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Test performance metrics for the final model. حسب Ramona Leenings (11167294)

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PHOTONAI explorer. حسب Ramona Leenings (11167294)

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Different estimator’s average best validation performance for the class balancing pipeline. حسب Ramona Leenings (11167294)

الموضوعات:

WEDAP: A Python Package for Streamlined Plotting of Molecular Simulation Data حسب Darian T. Yang (12321348)

"…Here, we present the WEDAP Python package for simplifying the analysis of data generated from either conventional MD simulations or the weighted ensemble (WE) path sampling method, as implemented in the widely used WESTPA software package. …"

Representative MSD plots, Fig. 6c,d حسب Hirotake Udono (21008660)

Numerical data and codes for "Noisy Probabilistic Error Cancellation and Generalized Physical Implementability" حسب Tian-Ren Jin (18781930)

"…<p dir="ltr">This data set contains the data and codes for "Noisy Probabilistic Error Cancellation and Generalized Physical Implementability". …"

Modelling COVID-19 evolution and control in Portugal: Code and data from 2 of March to 19 August 2020. حسب Ricardo Jorge Pais (3627494)

"…In this online repository we include the code for implementing the mathematical model and running the simulations using PLAS software. …"

Morris and Sobol Sensitivity Analyses of Composite Indicators Calculated Using the Ideal Point Aggregation Function (ver. 01) - Python Code حسب Arika Ligmann-Zielinska (14669582)

Connecting a T1DM closed-loop algorithm written in python code to the development platform though the nexus communicator plugin. حسب Mohamed Raef Smaoui (9865830)

"…<p>The Python code implements an interface class to connect to the Platform. …"

Python code and Excel data for machine learning integrated life cycle sustainability analysis of pyrolysis and hydrothermal carbonization of animal manure حسب Mohammed Tamim Zaki (17551557)

"…<p dir="ltr">The Python code comprises of a framework that integrated machine learning (ML) methods with life cycle sustainability analysis of implementing emerging technologies to recover valuable resources from organic waste streams. …"

Python code for hierarchical cluster analysis of detected R-strategies from rule-based NLP on 500 circular economy definitions حسب Zahir Barahmand (18008947)

"…</p><p dir="ltr">This Python code was optimized and debugged using ChatGPT-4o to ensure implementation efficiency, accuracy, and clarity.…"

PTPC-UHT bounce حسب David Parry (22169299)

"…<br>It contains the full Python implementation of the PTPC bounce model (<code>PTPC_UHT_bounce.py</code>) and representative outputs used to generate the figures in the paper. …"

ePSproc: Post-processing for ePolyScat (v1.1.0) حسب Paul Hockett (100955)

2D Orthogonal Planes Split: <b>Python</b> and <b>MATLAB</b> code | <b>Source Images</b> for Figures حسب Nektarios Valous (20715650)

"…The output files generated by the code include results from both Python and MATLAB implementations; these output images are provided as validation, demonstrating that both implementations produce matching results.…"

Finites differences python code to solve CH equation with a source term and Comsol routine to solve Brusselator equation in radial domains. حسب Giulio Facchini (9031490)

"…<p dir="ltr"><b><i>* Cahn-Hilliard simulations *</i></b><br>Finite difference code implementing the modified Cahn Hilliard equation with a forward Euler scheme and the possibility to parallelize the solver using the numba python library.…"

Morphoscanner plotting functions. حسب Federico Fontana (533670)

EFGs: A Complete and Accurate Implementation of Ertl’s Functional Group Detection Algorithm in RDKit حسب Gonzalo Colmenarejo (650249)

"…In this paper, a new RDKit/Python implementation of the algorithm is described, that is both accurate and complete. …"