Relevant bibliographies by topics / Numba

Contents

  1. Journal articles
  2. Dissertations / Theses
  3. Books
  4. Book chapters
  5. Conference papers
  6. Reports

Academic literature on the topic 'Numba'

Author: Grafiati
Published: 28 June 2021
Last updated: 26 July 2025

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Journal articles on the topic "Numba"

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Derlatka, Kacper, Maciej Manna, Oleksii Bulenok, David Zwicker, and Sylwester Arabas. "Numba-MPI v1.0: Enabling MPI communication within Numba/LLVM JIT-compiled Python code." SoftwareX 28 (December 2024): 101897. http://dx.doi.org/10.1016/j.softx.2024.101897.

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Osborne, Ianna, Jim Pivarski, Ioana Ifrim, Angus Hollands, and Henry Schreiner. "Awkward Just-In-Time (JIT) Compilation: A Developer’s Experience." EPJ Web of Conferences 295 (2024): 06003. http://dx.doi.org/10.1051/epjconf/202429506003.

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Awkward Array is a library for performing NumPy-like computations on nested, variable-sized data, enabling array-oriented programming on arbitrary data structures in Python. However, imperative (procedural) solutions can sometimes be easier to write or faster to run. Performant imperative programming requires compilation; JIT-compilation makes it convenient to compile in an interactive Python environment. Various functions in Awkward Arrays JIT-compile a user’s code into executable machine code. They use several different techniques, but reuse parts of each others’ implementations. We discuss
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Askar, Tair, Argyn Yergaliyev, Bekdaulet Shukirgaliyev, and Ernazar Abdikamalov. "Exploring Numba and CuPy for GPU-Accelerated Monte Carlo Radiation Transport." Computation 12, no. 3 (2024): 61. http://dx.doi.org/10.3390/computation12030061.

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This paper examines the performance of two popular GPU programming platforms, Numba and CuPy, for Monte Carlo radiation transport calculations. We conducted tests involving random number generation and one-dimensional Monte Carlo radiation transport in plane-parallel geometry on three GPU cards: NVIDIA Tesla A100, Tesla V100, and GeForce RTX3080. We compared Numba and CuPy to each other and our CUDA C implementation. The results show that CUDA C, as expected, has the fastest performance and highest energy efficiency, while Numba offers comparable performance when data movement is minimal. Whil
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Pivarski, Jim, Peter Elmer, and David Lange. "Awkward Arrays in Python, C++, and Numba." EPJ Web of Conferences 245 (2020): 05023. http://dx.doi.org/10.1051/epjconf/202024505023.

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The Awkward Array library has been an important tool for physics analysis in Python since September 2018. However, some interface and implementation issues have been raised in Awkward Array’s first year that argue for a reimplementation in C++ and Numba. We describe those issues, the new architecture, and present some examples of how the new interface will look to users. Of particular importance is the separation of kernel functions from data structure management, which allows a C++ implementation and a Numba implementation to share kernel functions, and the algorithm that transforms recordori
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Boko, Irenius Pita Raja, Maria Roswita Boe, and Watu Yohanes Vianey. "Menggali Eskalasi Pemaknaan Secara Eksistensial terhadap Topo “Tanda Keperkasaan Laki-Laki Numba”." Jurnal Adat dan Budaya Indonesia 6, no. 2 (2024): 220–26. https://doi.org/10.23887/jabi.v6i2.83663.

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Manusia adalah objek sekaligus subjek kebudayaan. Sebagai objek, manusia hidup dan mewujudkan kebudayaan. Sebagai subjek, manusia menciptakan kebudayaan untuk kelangsungan hidupnya. Melalui kebudayaan, benda-benda alami diubah menjadi benda-benda budaya. Ketika menjadi benda budaya, akan terjadi peningkatan makna pada benda-benda budaya tersebut. Problemnya, pengaruh globalisasi menjadikan benda-benda budaya tidak dimaknai secara lebih itensif dan sesuai dengan substansinya. Oleh karena itu, peningkatan makna dari semua kebudayaan memiliki niat positif bagi manusia. Dengan menggunakan metode k
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Sulaiman, Hasti, Fransiskus Xaverius Rema, and Anita Anita. "MENELUSURI JEJAK SEJARAH PENINGGALAN PORTUGIS DI KAMPUNG NUMBA." HISTORIA Jurnal Program Studi Pendidikan Sejarah 6, no. 2 (2018): 237. http://dx.doi.org/10.24127/hj.v6i2.1528.

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Krivtsov, Serhii, Yurii Parfeniuk, Kseniia Bazilevych, Ievgen Meniailov, and Dmytro Chumachenko. "PERFORMANCE EVALUATION OF PYTHON LIBRARIES FOR MULTITHREADING DATA PROCESSING." Advanced Information Systems 8, no. 1 (2024): 37–47. http://dx.doi.org/10.20998/2522-9052.2024.1.05.

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Topicality. The rapid growth of data in various domains has necessitated the development of efficient tools and libraries for data processing and analysis. Python, a popular programming language for data analysis, offers several libraries, such as NumPy and Numba, for numerical computations. However, there is a lack of comprehensive studies comparing the performance of these libraries across different tasks and data sizes. The aim of the study. This study aims to fill this gap by comparing the performance of Python, NumPy, Numba, and Numba.Cuda across different tasks and data sizes. Additional
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Dressler, Sven, and Daniel N. Wilke. "PyBONDEM-GPU: A discrete element bonded particle Python research framework – Development and examples." EPJ Web of Conferences 249 (2021): 14009. http://dx.doi.org/10.1051/epjconf/202124914009.

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Discrete element modelling (DEM) is widely used to simulate granular systems, nowadays routinely on graphical processing units. Graphics processing units (GPUs) are inherently designed for parallel computation, and recent advances in the architecture, compiler design and language development are allowing general-purpose computation to be computed on multiple GPUs. Application of DEM to bonded particle systems are much less common, with a number of open research questions remaining. This study outlines a Bonded-Particle Research DEM Framework, PyBONDEM-GPU, written in Python. This framework lev
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Doondori, Anatolia Karmelita, Yustina P. M. Paschalia, Pius Kopong Tokan, and Maria Salestina Sekunda. "KESIAPAN KELUARGA MENGHADAPI BENCANA ABRASI PANTAI DI DESA RAPORENDU KECAMATAN NANGAPANDA KABUPATEN ENDE." Kelimutu Nursing Journal 2, no. 1 (2023): 105–11. http://dx.doi.org/10.31965/knj.v2i1.1230.

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Desa Numba merupakan salah satu wilayah di kabupaten Ende Propinsi NTT dan menjadi salah satu wilayah yang berpotensi terjadi bencana karena topografi wilayah daerah pesisir pantai dan terdapat pemukiman warga di sekitar area pantai. Bencana yang sering terjadi di wilayah Numba antara lain abrasi pantai, gempa bumi, longsoran dan sekarang pandemi COVID-19. Walapun telah dibangun tembok penahan ombak namun masih dapat menyebabkan pengikisan pantai sehingga berisiko terjadinya abrasi. Kesiapsiagaan keluarga dalam menghadapi bencana merupakan tindakan-tindakan yang dapat dilakukan di dalam keluar
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Lavrinov, M. I. "AN OVERVIEW OF THE NUMBA JIT COMPILER AS A GPU PARALLEL COMPUTING TOOL." Современные наукоемкие технологии (Modern High Technologies), no. 2 2022 (2022): 67–71. http://dx.doi.org/10.17513/snt.39039.

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Dissertations / Theses on the topic "Numba"

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Verbeek, Benjamin. "Maximum Likelihood Estimation of Hyperon Parameters in Python : Facilitating Novel Studies of Fundamental Symmetries with Modern Software Tools." Thesis, Uppsala universitet, Institutionen för materialvetenskap, 2021. http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-446041.

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In this project, an algorithm has been implemented in Python to estimate the parameters describing the production and decay of a spin 1/2 baryon - antibaryon pair. This decay can give clues about a fundamental asymmetry between matter and antimatter. A model-independent formalism developed by the Uppsala hadron physics group and previously implemented in C++, has been shown to be a promising tool in the search for physics beyond the Standard Model (SM) of particle physics. The program developed in this work provides a more user-friendly alternative, and is intended to motivate further use of t
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Hojný, Ondřej. "Evoluční návrh kombinačních obvodů." Master's thesis, Vysoké učení technické v Brně. Fakulta strojního inženýrství, 2021. http://www.nusl.cz/ntk/nusl-442801.

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This diploma thesis deals with the use of Cartesian Genetic Programming (CGP) for combinational circuits design. The work addresses the issue of optimizaion of selected logic circuts, arithmetic adders and multipliers, using Cartesian Genetic Programming. The implementation of the CPG is performed in the Python programming language with the aid of NumPy, Numba and Pandas libraries. The method was tested on selected examples and the results were discussed.
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Rottenburg, Richard. "Die Lemwareng-Nuba : Ein Beispeil kultureller Akkreszenz im heutigen Nil-Sudan : Zusammenfassung /." Berlin : Arabische Buch, 1988. http://catalogue.bnf.fr/ark:/12148/cb37026226f.

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Résumé de: Diss.--Fachbereich Philosophie und Sozialwissenschaften 2--Berlin--Freie Universität, 1987. Titre de soutenance : Ritual und Wildnis : zur Inkorporation der modernen Aussenwelt in den Kosmos der Lemwareng in Südkordofan Sudan.<br>Bibliogr. p. 43-44.
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Lepers, Baptiste. "Improving performance on NUMA systems." Thesis, Grenoble, 2014. http://www.theses.fr/2014GRENM005/document.

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Les machines multicœurs actuelles utilisent une architecture à Accès Mémoire Non-Uniforme (Non-Uniform Memory Access - NUMA). Dans ces machines, les cœurs sont regroupés en nœuds. Chaque nœud possède son propre contrôleur mémoire et est relié aux autres nœuds via des liens d'interconnexion. Utiliser ces architectures à leur pleine capacité est difficile : il faut notamment veiller à éviter les accès distants (i.e., les accès d'un nœud vers un autre nœud) et la congestion sur les bus mémoire et les liens d'interconnexion. L'optimisation de performance sur une machine NUMA peut se faire de deux
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Voron, Gauthier. "Virtualisation efficace d'architectures NUMA." Thesis, Sorbonne université, 2018. http://www.theses.fr/2018SORUS026/document.

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Alors que le surcoût de la virtualisation reste marginal sur des machines peu puissantes, la situation change radicalement quand le nombre de cœur disponible augmente. Il existe aujourd’hui des machines de plusieurs dizaines de cœurs dans les data centers dédiés au cloud computing, un modèle de gestion de ressources qui utilise largement la virtualisation. Ces machines reposent sur une architecture Non Uniform Memory Access (NUMA) pour laquelle le placement des tâches sur les cœurs ainsi que celui des données en mémoire est déterminant pour les performances.Cette thèse montre d’une part commen
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Braithwaite, Ryan Karl. "NUMA Data-Access Bandwidth Characterization and Modeling." Thesis, Virginia Tech, 2012. http://hdl.handle.net/10919/31151.

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Clusters of seemingly homogeneous compute nodes are increasingly heterogeneous within each node due to replication and distribution of node-level subsystems. This intra-node heterogeneity can adversely affect program execution performance by inflicting additional data-access performance penalties when accessing non-local data. In many modern NUMA architectures, both memory and I/O controllers are distributed within a node and CPU cores are logically divided into “local” and “remote” data-accesses within the system. In this thesis a method for analyzing main memory and PCIe data-access characte
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Khamis, Cornelia. "Mehrsprachigkeit bei den Nubi : das Sprachverhalten viersprachig aufwachsender Vorschul- und Schulkinder in Bombo/Uganda /." Hamburg : Lit, 1994. http://catalogue.bnf.fr/ark:/12148/cb39937996t.

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Kissinger, Thomas. "Energy-Aware Data Management on NUMA Architectures." Doctoral thesis, Saechsische Landesbibliothek- Staats- und Universitaetsbibliothek Dresden, 2017. http://nbn-resolving.de/urn:nbn:de:bsz:14-qucosa-223436.

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The ever-increasing need for more computing and data processing power demands for a continuous and rapid growth of power-hungry data center capacities all over the world. As a first study in 2008 revealed, energy consumption of such data centers is becoming a critical problem, since their power consumption is about to double every 5 years. However, a recently (2016) released follow-up study points out that this threatening trend was dramatically throttled within the past years, due to the increased energy efficiency actions taken by data center operators. Furthermore, the authors of the study
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Lenis, Josefina. "Execution strategies for memory-bound applications on NUMA systems." Doctoral thesis, Universitat Autònoma de Barcelona, 2019. http://hdl.handle.net/10803/666763.

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En los últimos años, muchas herramientas de alineadores de secuencias han aparecido y se han hecho populares por la rápida evolución de las tecnologías de secuenciación de próxima generación (NGS). Obviamente, los investigadores que usan tales herramientas están interesados en obtener el máximo rendimiento cuando los ejecutan en infraestructuras modernas. Las arquitecturas NUMA (acceso no uniforme a memoria) de hoy en día presentan grandes desafíos para lograr que dichas aplicaciones logren una buena escalabilidad a medida que se utilizan más procesadores/núcleos. El sistema de memoria en los
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Pousa, Ribeiro Christiane. "Contributions au contrôle de l'affinité mémoire sur architectures multicoeurs et hiérarchiques." Thesis, Grenoble, 2011. http://www.theses.fr/2011GRENM030/document.

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Les plates-formes multi-coeurs avec un accès mémoire non uniforme (NUMA) sont devenu des ressources usuelles de calcul haute performance. Dans ces plates-formes, la mémoire partagée est constituée de plusieurs bancs de mémoires physiques organisés hiérarchiquement. Cette hiérarchie est également constituée de plusieurs niveaux de mémoires caches et peut être assez complexe. En raison de cette complexité, les coûts d'accès mémoire peuvent varier en fonction de la distance entre le processeur et le banc mémoire accédé. Aussi, le nombre de coeurs est très élevé dans telles machines entraînant des
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Books on the topic "Numba"

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Candima, Kōmbala. Kanduḷa numba. Kōmbala Candima, 2000.

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Meyer, Matthew James. Numb. Falling Leaf Press, 2006.

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Padwal, Sunil. Numb. Vadehra Art Gallery, 2007.

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Grabien, Deborah. Comfortably numb. Plus One Press, 2013.

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Shindō, Fuyuki. Sokonashi numa. Shinchōsha, 2006.

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English, Sharon. Uncomfortably numb. Porcupine's Quill, 2002.

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Barber, Charles. Comfortably Numb. Knopf Doubleday Publishing Group, 2008.

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Kwaymullina, Ambelin. The two-hearted numbat. Fremantle Press, 2008.

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Kwaymullina, Ambelin. The two-hearted numbat. Fremantle Press, 2008.

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Križnar, Tomo. Nuba: Čisti ljudje. Naklo, 1999.

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Book chapters on the topic "Numba"

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Oden, Lena, and Tarek Saidi. "Implementation and Evaluation of CUDA-Unified Memory in Numba." In Euro-Par 2020: Parallel Processing Workshops. Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-71593-9_16.

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Hadfield, Hugo, Dietmar Hildenbrand, and Alex Arsenovic. "Gajit: Symbolic Optimisation and JIT Compilation of Geometric Algebra in Python with GAALOP and Numba." In Advances in Computer Graphics. Springer International Publishing, 2019. http://dx.doi.org/10.1007/978-3-030-22514-8_50.

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Yurigan, Joseph J., and Todd M. Oravitz. "Comfortably Numb." In A Case Approach to Perioperative Drug-Drug Interactions. Springer New York, 2015. http://dx.doi.org/10.1007/978-1-4614-7495-1_37.

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Seligman, C. G., and Brenda Z. Seligman. "The Nuba." In Pagan Tribes of the Nilotic Sudan. Routledge, 2024. http://dx.doi.org/10.4324/9781003424192-14.

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Kalé, Laxmikant V., Abhinav Bhatele, Eric J. Bohm, et al. "NUMA Caches." In Encyclopedia of Parallel Computing. Springer US, 2011. http://dx.doi.org/10.1007/978-0-387-09766-4_16.

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Steele, Guy L., Xiaowei Shen, Josep Torrellas, et al. "Caches, NUMA." In Encyclopedia of Parallel Computing. Springer US, 2011. http://dx.doi.org/10.1007/978-0-387-09766-4_2087.

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Shamil, Eamon, Praful Ravi, and Janice Rymer. "Numb Feet." In 100 Cases in Clinical Medicine, 4th ed. CRC Press, 2025. https://doi.org/10.1201/9781003350934-56.

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Barreto, João Rivelino Rezende. "Darséa Bhasera Numia." In The Lowland South American World. Routledge, 2024. http://dx.doi.org/10.4324/9781003005124-31.

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Maguire, Roslyn. "Didier Numa Joubert." In Français d'Australie. Presses universitaires de Rennes, 2023. https://doi.org/10.4000/13mae.

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Dolezal, Ondrej. "Numb Legs and Constipation." In Clinical Cases in Neurology. Springer International Publishing, 2019. http://dx.doi.org/10.1007/978-3-030-16628-1_24.

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Conference papers on the topic "Numba"

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Rangavajhala, Anirudh, Aswitha Tadepalli, and Kishalay Mitra. "Accelerating the Multi-Objective Optimization of Crystallization Process using High Fidelity Population Balance Model Under NUMBA CUDA Environment." In 2024 Tenth Indian Control Conference (ICC). IEEE, 2024. https://doi.org/10.1109/icc64753.2024.10883754.

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Gandham, Brahmaiah, and Praveen Alapati. "Scalable Compact NUMA-aware Lock." In 2024 23rd International Symposium on Parallel and Distributed Computing (ISPDC). IEEE, 2024. http://dx.doi.org/10.1109/ispdc62236.2024.10705400.

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Cho, Albert, and Alexandros Daglis. "StarNUMA: Mitigating NUMA Challenges with Memory Pooling." In 2024 57th IEEE/ACM International Symposium on Microarchitecture (MICRO). IEEE, 2024. https://doi.org/10.1109/micro61859.2024.00077.

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Lam, Siu Kwan, Antoine Pitrou, and Stanley Seibert. "Numba." In the Second Workshop. ACM Press, 2015. http://dx.doi.org/10.1145/2833157.2833162.

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Anderson, Todd, and Tim Mattson. "Multithreaded parallel Python through OpenMP support in Numba." In Python in Science Conference. SciPy, 2021. http://dx.doi.org/10.25080/majora-1b6fd038-012.

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Siket, Mate, Lehel Denes-Fazakas, Levente Kovacs, and Gyorgy Eigner. "Numba-accelerated parameter estimation for artificial pancreas applications." In 2022 IEEE 20th Jubilee International Symposium on Intelligent Systems and Informatics (SISY). IEEE, 2022. http://dx.doi.org/10.1109/sisy56759.2022.10036259.

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Chen, Xinyu, and Trilce Estrada. "Index Clustering: A Map-reduce Clustering Approach using Numba." In 6th International Conference on Data Science, Technology and Applications. SCITEPRESS - Science and Technology Publications, 2017. http://dx.doi.org/10.5220/0006437402330240.

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Emmanuel, Gahizi, Gilbert Gutabaga Hungilo, and Pranowo. "Numba acceleration of image steganography using Mendelbrot set fractals." In THE 5TH INTERNATIONAL CONFERENCE ON INDUSTRIAL, MECHANICAL, ELECTRICAL, AND CHEMICAL ENGINEERING 2019 (ICIMECE 2019). AIP Publishing, 2020. http://dx.doi.org/10.1063/5.0000526.

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Crist, James. "Dask & Numba: Simple libraries for optimizing scientific python code." In 2016 IEEE International Conference on Big Data (Big Data). IEEE, 2016. http://dx.doi.org/10.1109/bigdata.2016.7840867.

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Hungilo, Gilbert Gutabaga, Gahizi Emmanuel, and Pranowo. "Performance comparison in simulation of Mandelbrot set fractals using Numba." In THE 5TH INTERNATIONAL CONFERENCE ON INDUSTRIAL, MECHANICAL, ELECTRICAL, AND CHEMICAL ENGINEERING 2019 (ICIMECE 2019). AIP Publishing, 2020. http://dx.doi.org/10.1063/5.0000636.

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Reports on the topic "Numba"

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Giraldo, Frank. The Nonhydrostatic Unified Model of the Atmosphere (NUMA): CG Dynamical Core. Defense Technical Information Center, 2011. http://dx.doi.org/10.21236/ada547006.

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Giraldo, Frank. The Development of the Non-hydrostatic Unified Model of the Atmosphere (NUMA). Defense Technical Information Center, 2011. http://dx.doi.org/10.21236/ada560004.

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Lagoa, Sérgio, and Ricardo Barradas. Modelos de organização e desafios dos sistemas de pensões em Portugal numa perspetiva Europeia. DINÂMIA'CET-Iscte, 2022. http://dx.doi.org/10.15847/dinamiacet-iul.wp.2022.01.

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Bezerra, Maria do Carmo. Participação da população na sustentabilidade dos investimentos em requalificação urbana: o caso de Campo Grande. Inter-American Development Bank, 2013. http://dx.doi.org/10.18235/0010370.

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O tema "Requalificação de Áreas Urbanas" se apresenta como um tema emergente na carteira Procidades em execução até 2011, contando com apenas 3.5% dos investimentos. Apesar de sua importância para as cidades brasileiras, que possuem muitas áreas urbanas consolidadas em estágio de degradação, este não tem sido uma das prioridades de investimentos, provavelmente, em função de demandas mais urgentes de caráter social. O tipo de urbanização do país, que tende a ocupação de novas áreas numa contínua expansão, com estabelecimento de novas centralidades em seu espaço urbano contribui para o abandono
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Rodrigues, Gilberto M. A. Autonomia pragmática? A nova política externa de Lula. Fundación Carolina, 2023. http://dx.doi.org/10.33960/ac_07pt.2023.

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O Presidente Lula assume o seu novo mandato (2023-) depois de ter derrotado o governo de extrema-direita de Bolsonaro, baseado numa grande coligação de partidos e interesses internos, alguns deles bastante divergentes. Com o experiente ex-ministro Celso Amorim como seu principal conselheiro internacional, Lula retoma a sua política externa sob novas chaves domésticas e internacionais, com mais dificuldades e desafios em comparação com os seus dois mandatos anteriores (2003-2010). As divisões internas do país, que exigem uma reconciliação sócio-política, e o cenário internacional conflituoso e
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Morales Castañeda, Alexis. Escaneo científico para chontaduro (Bactris gasipaes). Corporación Colombiana de Investigación Agropecuaria - AGROSAVIA, 2021. http://dx.doi.org/10.21930/agrosavia.escaneocientifico.2021.4.

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El chontaduro (Bactris gasipaes) es una palma tropical cuyo fruto es altamente valorado por su contenido nutricional y su importancia cultural en América Latina. Este escaneo científico analiza el estado actual de la investigación sobre el chontaduro. A través de este escaneo científico, se identifican y examinan las principales tendencias de investigación relacionadas con la palma de chontaduro (Bactris gasipaes), una especie popular de la familia Arecaceae en el norte de Brasil (Neri-Numa, Soriano Sancho, Pereira, &amp; Pastore, 2018). Conocida por sus frutos comestibles, esta palma es espec
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Santos Pinto, Ana. Investimento em Defesa: um puzzle de prioridades nacionais e orientações europeias. IPRI-NOVA, 2025. https://doi.org/10.23906/pb02/2025.

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O debate sobre o investimento em defesa, ao nível nacional e euro-atlântico, inclui dois eixos de decisão e ação política centrais: o contexto de conjuntura crítica existente na comunidade transatlântica e o entendimento da política de defesa nacional enquanto política pública, definida numa temporalidade de médio-longo prazo e em plena interligação com as restantes áreas de ação do Estado. Perante a instabilidade internacional e incerteza face à solidariedade na Aliança Atlântica, que impõem um reforço das capacidades de defesa autónoma dos Estados europeus, e a existência de diferentes perce
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Laku, Justin. South Sudan Governance: A Call for Federalism to Address. IFF, 2017. http://dx.doi.org/10.51363/unifr.diff.2017.21.

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This paper is an attempt to explain why federalism could be a response to governance crises in fragile states such as South Sudan, and Sudan. it aims to discuss the history of the call for federalism in Sudan and South Sudan, It argues that If Khartoum leadership had adopted federalism as system of governance right after independence in Sudan, that could have prevented a half a century of civil war between the Arab-North and the Christian South, and consequently the current Darfur and Nuba Mountains ongoing civil wars. These civil wars could have saved lives and the countries’ economy. The pap
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9

Varsano, Ricardo. A tributação do valor adicionado, o ICMS e as reformas necessárias para conformá-lo às melhores práticas internacionais. Inter-American Development Bank, 2014. http://dx.doi.org/10.18235/0007889.

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O Brasil introduziu o imposto sobre o valor adicionado (IVA) em nível estadual em 1967, o ICM, rebatizado em 1988 de ICMS - numa época em que a base das poucos IVAs existentes não incluía a prestação de serviços. Foi então, e continuou a ser até os anos 1990 o único IVA subnacional no mundo. Atualmente, muitos analistas tributários consideram o ICMS um bom exemplo do que um IVA não deve ser. Várias de suas deficiências remontam ao tempo em que o ICM foi concebido, mas muitos outros foram adicionados ao longo do tempo na medida em que os governos estaduais concederam inúmeras isenções e, ao mes
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10

Cardoso, Diogo. Os números da emigração de Vitorino Magalhães Godinho: revisão historiográfica com o caso do Brasil na época moderna. APHES Working Paper in Economic and Social History, 2022. http://dx.doi.org/10.55462/wpaphes_a_502.

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Vitorino Magalhães Godinho, nos anos de 1970, lançou as bases do que viriam a ser os estudos sobre emigração, ao longo da história, no livro Estrutura da Antiga Sociedade Portuguesa e no seu artigo no primeiro número da revista de História Económica e Social. Esta comunicação pretende discutir os valores de saídas apresentados pelo autor em trabalhos que se tornaram clássicos e inúmeras vezes repetidos. Para tal será feita uma análise dos números lançados por Godinho e uma comparação com os dados apresentados por outros investigadores com o intuito de rever a historiografia sobre o assunto e t
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