Search Results - Python Native Code

Detecting Memory Errors in Python Native Code by Tracking Object Lifecycle with Reference Count by Ma, Xutong, Yan, Jiwei, Zhang, Hao, Yan, Jun, Zhang, Jian

“…Third-party Python modules are usually implemented as binary extensions by using native code (C/C++…”
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Empirical Security Study of Native Code in Python Virtual Machines by Jiang, Cheng-man, Hua, Bao-jian, Fan, Qi-liang, Zhu, Hong-jun, Xu, Bo, Pan, Zhi-zhong

“… systems.However,due to the existence of huge native code base in Python's CPython virtual machine,it's a great research challenge to study the security vulnerability patterns in Python virtual machines…”
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High‐performance Python for crystallographic computing by Boulle, A., Kieffer, J.

“…The Python programming language, combined with the numerical computing library NumPy and the scientific computing library SciPy, has become the de facto standard for scientific computing in a variety of fields…”
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PyTorch 1.0 accelerates Python machine learning with native code by Yegulalp, Serdar

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Advanced Python Programming (2nd Edition) by Nguyen Quan

“…Python's powerful capabilities for implementing robust and efficient programs make it one of the most sought-after programming languages…”
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Toward Efficient Interactions between Python and Native Libraries by Tan, Jialiang, Chen, Yu, Liu, Zhenming, Ren, Bin, Shuaiwen Leon Song, Shen, Xipeng, Liu, Xu

“…/Fortran for efficient computation kernels. Interaction between Python code and native libraries introduces performance losses because of the abstraction lying on the boundary of Python and native libraries…”
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Advanced Python Programming: Accelerate your Python programs using proven techniques and design patterns by Nguyen, Quan

“…Write fast, robust, and highly reusable applications using Python’s internal optimization, state-of-the-art performance-benchmarking tools, and cutting-edge…”
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PyPWDFT: A Lightweight Python Software for Single-Node 10K Atom Plane-Wave Density Functional Theory Calculations by Gao, Jun, Fu, Lizhong, Jiao, Shizhe, Zhang, Zhenlin, Chen, Sheng, Zhang, Zhiyuan, Wu, Wentiao, Wan, Lingyun, Li, Jielan, Hu, Wei, Yang, Jinlong

“… codes, despite being developed in a native Python environment. In addition, it requires only NumPy, SciPy, and CuPy, enabling CPU-GPU heterogeneous computing, achieving a two-order-of-magnitude speedup compared to single-threaded CPU execution…”
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PyGuard: Finding and Understanding Vulnerabilities in Python Virtual Machines by Jiang, Chengman, Hua, Baojian, Ouyang, Wanrong, Fan, Qiliang, Pan, Zhizhong

“…, autonomous driving systems, etc. However, as the official and most widely used Python virtual machine, CPython, is implemented using C language, existing research has shown that the native code in CPython is highly vulnerable, thus…”
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Hex Brings Cloud-Native Notebooks to Snowpark: Elegant UI for SQL, Python, and No-Code allows collaboration across users on top of Snowflake

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Programming Real-Time Sound in Python by De Pra, Yuri, Fontana, Federico

“… In spite of its possibility to straightforwardly link native code with powerful libraries for scientific computing, the use of Python for real-time sound applications development is often neglected…”
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Pythran: Crossing the Python Frontier by Guelton, Serge

“…Use of the Python language in scientific computing has always been characterized by the coexistence of interpreted Python code and compiled native code, written in languages like C or Fortran…”
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Learning Cython Programming by Herron, Philip

“…; imagine embedding a twisted web server into your native application with pure Python code…”
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HiggsTools: BSM scalar phenomenology with new versions of HiggsBounds and HiggsSignals by Bahl, Henning, Biekötter, Thomas, Heinemeyer, Sven, Li, Cheng, Paasch, Steven, Weiglein, Georg, Wittbrodt, Jonas

“… The codes have been re-written in modern C++ with native Python and Mathematica interfaces for easy interactive use…”
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Advanced Python programming: build high-performance applications with cutting-edge libraries and core design patterns by Quan Nguyen, Nguyen

“…Write fast, robust, and highly reusable applications using Python's internal optimization, state-of-the-art performance-benchmarking tools, and cutting-edge librariesKey FeaturesBenchmark, profile…”
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Parallel astronomical data processing with Python: Recipes for multicore machines by Singh, Navtej, Browne, Lisa-Marie, Butler, Ray

“… With the advent of multicore processors in the last decade, many serial software codes have been re-implemented in parallel mode to utilize the full potential of these processors…”
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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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Learning Cython programming: expand your existing legacy applications in C using Python by Herron, Philip

“…; imagine embedding a twisted web server into your native application with pure Python code…”
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Functional Python Programming: Use a functional approach to write succinct, expressive, and efficient Python code by Lott, Steven F

“…Python isn’t all about object-oriented programming. Discover a valuable way of thinking about code design through a function-first approach…”
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Arc4nix: A cross-platform geospatial analytical library for cluster and cloud computing by Tang, Jingyin, Matyas, Corene J.

“… This manuscript details a cross-platform geospatial library “arc4nix” to bridge this gap. Arc4nix provides an application programming interface compatible with ArcGIS and its Python library “arcpy…”
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