Search Results - (( (state OR stat) python code analysis ) OR ( (statnin OR stateneneinit) python code analysis ))*

Percolation theory using Python by Malthe-Sørenssen, Anders

“… Readers will learn how to generate, analyze, and comprehend data and models, with detailed theoretical discussions complemented by accessible computer codes…”
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scFates: a scalable python package for advanced pseudotime and bifurcation analysis from single-cell data by Faure, Louis, Soldatov, Ruslan, Kharchenko, Peter V, Adameyko, Igor

“…Abstract Summary scFates provides an extensive toolset for the analysis of dynamic trajectories comprising tree learning, feature association testing, branch differential expression and with a…”
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BatAnalysis: A Comprehensive Python Pipeline for Swift BAT Survey Analysis by Parsotan, Tyler, Laha, Sibasish, Palmer, David M., Lien, Amy, Cenko, S. Bradley, Krimm, Hans, Markwardt, Craig

“…The Swift Burst Alert Telescope (BAT) is a coded aperture gamma-ray instrument with a large field of view that primarily operates in survey mode when it is not…”
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PyGEE-SWToolbox: A Python Jupyter Notebook Toolbox for Interactive Surface Water Mapping and Analysis Using Google Earth Engine by Owusu, Collins, Snigdha, Nusrat J., Martin, Mackenzie T., Kalyanapu, Alfred J.

“… challenges. PyGEE-SWToolbox is a freely available Google Earth Engine-enabled open-source toolbox developed with Python to be run in Jupyter Notebooks that provides an easy-to-use graphical user interface (GUI…”
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Biopython: freely available Python tools for computational molecular biology and bioinformatics by Antao, T, Dalke, A, Friedberg, I, Wilczynski, B, De Hoon, M. J. L, Cock, P. J. A, Cox, C. J, Hamelryck, T, Kauff, F, Chang, J. T, Chapman, B. A

“…The Biopython project is a mature open source international collaboration of volunteer developers, providing Python libraries for a wide range of bioinformatics problems…”
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Analysis of ChatGPT-Generated Codes Across Multiple Programming Languages by Almanasra, Sally, Suwais, Khaled

“… This research investigates ChatGPT-4o, a state-of-the-art language model, and its ability to generate functional, high-quality code in different programming languages…”
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SCS-Gan: Learning Functionality-Agnostic Stylometric Representations for Source Code Authorship Verification by Ou, Weihan, Ding, Steven H. H., Tian, Yuan, Song, Leo

“… In the literature, automated Code Authorship Analysis (CAA) techniques have been proposed to reduce the manual effort in identifying those attacks and issues…”
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Information-Theoretical Analysis of EEG Microstate Sequences in Python by von Wegner, Frederic, Laufs, Helmut

“…We present an open-source Python package to compute information-theoretical quantities for electroencephalographic data…”
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Artificial intelligence programming with Python: from zero to hero by Xiao, Perry

“…A hands-on roadmap to using Python for artificial intelligence programming In Practical Artificial Intelligence Programming with Python…”
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UNDI: An open-source library to simulate muon-nuclear interactions in solids by Bonfà, Pietro, Frassineti, Jonathan, Isah, Muhammad Maikudi, Onuorah, Ifeanyi John, Sanna, Samuele

“… spin rotation and relaxation spectroscopy experiments. The code can perform both exact and approximated estimates of the muon polarization function in presence of external fields and electric field gradients on the nuclei surrounding the muon…”
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PhosX: data-driven kinase activity inference from phosphoproteomics experiments by Lussana, Alessandro, Müller-Dott, Sophia, Saez-Rodriguez, Julio, Petsalaki, Evangelia

“… We present PhosX, a method to estimate differential kinase activity from phosphoproteomics data that combines state-of-the-art statistics in enrichment analysis with kinases…”
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SlipCover: Near Zero-Overhead Code Coverage for Python by Juan Altmayer Pizzorno, Berger, Emery D

“… (a recent study observes a roughly 30x slowdown vs. native code). We find that the state-of-the-art coverage tool for Python, coverage…”
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Leveraging machine learning for accurate DNBR prediction using python by Mohamed Y.M. Mohsen, Meshari Al Meshari, Yasser Alzamil, Abdulrahman Alhammad, Khaled Alenazi, Atef El-Taher, Tarek F. Nagla, Mohamed A.E. Abdel-Rahman

“…This study investigates the viability of using Python scikit-learn packages, specifically regression techniques, to forecast the departure from nucleate boiling ratio (DNBR…”
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Scikit-network: Graph Analysis in Python by Bonald, Thomas, de Lara, Nathan, Lutz, Quentin, Charpentier, Bertrand

“…Scikit-network is a Python package inspired by scikit-learn for the analysis of large graphs…”
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PromSec: Prompt Optimization for Secure Generation of Functional Source Code with Large Language Models (LLMs) by Nazzal, Mahmoud, Issa Khalil, Khreishah, Abdallah, Phan, NhatHai

“…The capability of generating high-quality source code using large language models (LLMs…”
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Solving Spatial Optimization Problems via Lagrangian Relaxation and Automatic Gradient Computation by Lei, Zhen, Lei, Ting L

“…Spatial optimization is an integral part of GIS and spatial analysis. It involves making various decisions in space, ranging from the location of public facilities to vehicle routing and political districting…”
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Automatic Fortran to C++ conversion with FABLE by Grosse-Kunstleve, Ralf W, Terwilliger, Thomas C, Sauter, Nicholas K, Adams, Paul D

“… runtime performances. Conclusions Our experience suggests that most Fortran 77 codes can be converted…”
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A novel framework for educational Q&A: Leveraging RAG and Code Interpreters for knowledge retrieval and logical computation by Lu, Jin, Li, Ji

“… Additionally, the integration of an LLM Code Interpreter enables the system to perform multi-step logical reasoning and execute Python code for precise calculations…”
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Multi-Granularity Detector for Vulnerability Fixes by Nguyen, Truong Giang, Le-Cong, Thanh, Kang, Hong Jin, Widyasari, Ratnadira, Yang, Chengran, Zhao, Zhipeng, Xu, Bowen, Zhou, Jiayuan, Xia, Xin, Hassan, Ahmed E., Le, Xuan-Bach D., Lo, David

“… Software Composition Analysis (SCA) tools have been created to alert users of such vulnerabilities…”
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Human discrimination and modeling of high-frequency complex tones shed light on the neural codes for pitch by Guest, Daniel R., Oxenham, Andrew J.

“… residual temporal information, or a coarser rate-place code, underlies this ability. We addressed this question by measuring human pitch discrimination at low and high…”
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