“…Some familiarity with the python programming language would be helpful, but is not required either.…”
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“…Specifically, while RateML can generate Python model code, it enables generation of Compute Unified Device Architecture C++ code for NVIDIA GPUs. …”
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“…The results were analyzed using Pandas and SciPy libraries in Python. The knowledge, awareness, and attitude of the physicians, nurses, and other professionals improved significantly after the intervention. …”
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“…We are releasing Netts as an open Python package alongside this manuscript.…”
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“…The performance of the proposed ML-CNN was analyzed using Python, where the accuracy (2.5–10.5%) was high when compared to the number of instances, precision (2.3–9.5%) was high when compared to the number of instances, sensitivity (2.4–12.5%) was high when compared to several instances, the F-score (2–30%) was high when compared to the number of cases, the error rate (0.7–11.5%) was low compared to the number of cases, and the computation time (170 ms to 400 ms) was low compared to how many cases were computed for the proposed work, including previous known methods. …”
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“…MATERIALS AND METHODS: A probabilistic model based on binding scores and differential expression levels of Glioblastoma cancer cells (GCC) membrane proteins (factors and receptors) was implemented on python 3.9.1. Conditional binding efficiency (CBE) was derived for each combination of protein involved in the interactions. …”
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“…A text mining algorithm built in the Python programming language searched documents for anatomical brain terminology. …”
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“…Here, we present an open-source Python tool, LipidOz, for the automated determination of lipid double bond positions from OzID-IMS-MS data, which employs a combination of traditional automation and deep learning approaches. …”
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“…Here, we describe a new approach to rapidly analyze and visualize large numbers of SARS-CoV-2 genomes. Using Python, genomes are filtered for problematic sites, incomplete coverage, and excessive divergence from a strict molecular clock. …”
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“…Audio signals were reproduced using 10 movable loudspeakers in the SAL and a built-in array of 24 loudspeakers in the AIL. MATLAB and Python scripts are included for accessing the signals as well as microphone and loudspeaker coordinates. …”
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“…Model features were generated using both basic statistical summaries and tsfresh, a python library that generates a large number of derived time-series features. …”
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“…Here, we developed SproutAngio, a Python-based open-source tool, for fully automated 3D segmentation and analysis of endothelial lumen space and sprout morphology. …”
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“…CONCLUSION: Our new algorithm is particularly suited to inference of mutational parameters when read depth is low. We have made Python code for our serial dilution evolution simulations, as well as both the old and new inference methods, available on GitHub (https://github.com/FangfeiLi05/FitMut2), in the hope that it can find broader use by the microbial evolution community. …”
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“…To proceed with the study of depression detection among individuals we have conducted a survey with 21 questions based on Hamilton tool and advise of psychiatrist. With the use of Python's scientific programming principles and machine learning methods like Decision Tree, KNN, and Naive Bayes, survey results were analysed. …”
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“…Face-to-face interviews were performed to obtain data. Python with RStudio was used for data management and analysis. …”
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“…All analyses were performed using Python 3.7.4 with Shapley values (Shap values) visualization package for predictor visualization. …”
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“…The film calibration and gamma analysis were conducted with in‐house software developed using Python (version 3.9.2). RESULTS: The means ± standard deviations of the gamma passing rates were 99.4 ± 1.5% (range, 92.8%–100%) and 99.2 ± 1.0% (range, 97.0%–100%) in the film and array evaluations, respectively. …”
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“…First, 323,519 review data points about 2,122 doctors on Haodf.com were crawled using Python from 2017 to 2022. Subsequently, we employed the latent Dirichlet allocation method to cluster topics and the ROST content mining software to analyze user sentiments. …”
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“…To present the histology data herein, we developed a Python-based tool for generating patient-level pathology overview figures from whole-slide image files; PATHOverview is available on GitHub (https://github.com/EpiCENTR-Lab/PATHOverview). …”
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“…All the code used in this study has been written in Python and open sourced.…”
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