Report
Fast Python sampler of the von Mises Fisher distribution ; Échantillonneur rapide de la distribution de von Mises Fisher en Python
| العنوان: | Fast Python sampler of the von Mises Fisher distribution ; Échantillonneur rapide de la distribution de von Mises Fisher en Python |
|---|---|
| المؤلفون: | Pinzón, Carlos |
| المساهمون: | Concurrency, Mobility and Transactions (COMETE), Laboratoire d'informatique de l'École polytechnique Palaiseau (LIX), École polytechnique (X)-Centre National de la Recherche Scientifique (CNRS)-École polytechnique (X)-Centre National de la Recherche Scientifique (CNRS)-Inria Saclay - Ile de France, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria), École polytechnique (X)-Centre National de la Recherche Scientifique (CNRS), European Project: 835294,H2020 Pilier ERC,HYPATIA(2019) |
| المصدر: | https://hal.science/hal-04004568 ; 2023. |
| بيانات النشر: | HAL CCSD |
| سنة النشر: | 2023 |
| المجموعة: | Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe) |
| مصطلحات موضوعية: | Von Mises Fisher distribution, Python Implementation, Sampling Algorithms, [INFO]Computer Science [cs], [MATH]Mathematics [math] |
| الوصف: | This paper implements a method for sampling from the d-dimensional Von Mises Fisher distribution using NumPy, focusing on speed and readability. The complexity of the algorithm is O(nd) for n samples, which is theoretically optimal taking into account that nd is the output size. |
| نوع الوثيقة: | report |
| اللغة: | English |
| Relation: | info:eu-repo/grantAgreement//835294/EU/Privacy and Utility Allied/HYPATIA; hal-04004568; https://hal.science/hal-04004568; https://hal.science/hal-04004568/document; https://hal.science/hal-04004568/file/main.pdf |
| الاتاحة: | https://hal.science/hal-04004568 https://hal.science/hal-04004568/document https://hal.science/hal-04004568/file/main.pdf |
| Rights: | http://hal.archives-ouvertes.fr/licences/publicDomain/ ; info:eu-repo/semantics/OpenAccess |
| رقم الانضمام: | edsbas.8C991DF |
| قاعدة البيانات: | BASE |
| الوصف غير متاح. |