Comparison of performance between our next reaction implementation and the Python library from Ref. [3]. حسب Samuel Cure (22250922)

"…<p>We simulate SIR epidemic processes on Watts-Strogatz networks with parameters <i>k</i>₀ = 5, <i>p</i> = 0.1 <b>(a)</b> and Barabási-Albert networks with parameter <i>m</i> = 5 <b>(b)</b> using the Python wrapper of our C++ implementation and compare its performance with the Python library from Ref. …"

Python implementation of a wildfire propagation example using m:n-CAk over Z and R. حسب Pau Fonseca i Casas (9507338)

"…<p dir="ltr"># m:n-CAk Wildfire Simulation Project</p><p dir="ltr"><br></p><p dir="ltr">## Overview</p><p dir="ltr">This project simulates the spread of a wildfire using a cellular automaton model based on m:n-CAk. The simulation takes into account various factors such as vegetation type, and humidity levels, to model the propagation of the fire over a landscape. …"

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.…"

SCADET algorithm parameter configuration (Python implementation). حسب Xiaolong Zhang (470454)

Example change statistic implementations. حسب Alex Stivala (8356257)

"…ALAAMEE implements both the stochastic approximation and equilibrium expectation (EE) algorithms for ALAAM parameter estimation, including estimation from snowball sampled network data. …"

PYTHON حسب Kan Jia (21666161)

Reproducible implementation for article: Reproducibility study of the modular and reusable model of epithelial transport in the proximal convoluted tubule حسب Leyla Noroozbabaee (14301173)

Cost functions implemented in Neuroptimus. حسب Máté Mohácsi (20469514)

"…However, using most of these software tools and choosing the most appropriate algorithm for a given optimization task require substantial technical expertise, which prevents the majority of researchers from using these methods effectively. To address these issues, we developed a generic platform (called Neuroptimus) that allows users to set up neural parameter optimization tasks via a graphical interface, and to solve these tasks using a wide selection of state-of-the-art parameter search methods implemented by five different Python packages. …"

Python sript. حسب Kan Jia (6438599)

Overview of the implemented simulation tool and training framework in Diffrax. حسب Paul van Lent (16876977)

Secure Python Code Manager: A Tool for Protected Python Code Distribution and Management حسب Pavel Izosimov (20096259)

"…This tool allows developers worldwide to <b>share Python code securely</b>, ensuring their intellectual property is better protected from unauthorized access and misuse.…"

Parameter estimates and estimated standard errors from the EE algorithm. حسب Alex Stivala (8356257)

Python file of the computational framework. حسب Benoit Haut (9753029)

Results obtained from the Bistable Gut Inflammation Detector model. حسب Fabricio Cravo (21387854)

الموضوعات:

Type II error rate from estimation of simulated outcomes using the EE algorithm. حسب Alex Stivala (8356257)

Type I error rate from estimation of simulated outcomes using the EE algorithm. حسب Alex Stivala (8356257)

(a) System dynamics: schematic representation of all the reactions in the Tree model, which are aging, reproduction, color cycle, and competition. حسب Fabricio Cravo (21387854)

الموضوعات:

Apple point cloud generated by python script. حسب Xiaoyang Liu (1815211)

Segmentation module training details. حسب Khelina Fedorchuk (19130089)

Resolving Harvesting Errors in Institutional Repository Migration : Using Python Scripts with VS Code and LLM Integration. حسب satoshi hashimoto(橋本 郷史) (18851272)

"…Therefore, we decided to create a dedicated Python program using Large Language Model (LLM)-assisted coding.…"