4,188 research outputs found

    Bayesian methods for hackers: probabilistic programming and Bayesian inference

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    Bayesian methods of inference are deeply natural and extremely powerful. However, most discussions of Bayesian inference rely on intensely complex mathematical analyses and artificial examples, making it inaccessible to anyone without a strong mathematical background. Now, though, Cameron Davidson-Pilon introduces Bayesian inference from a computational perspective, bridging theory to practice–freeing you to get results using computing power. Bayesian Methods for Hackers illuminates Bayesian inference through probabilistic programming with the powerful PyMC language and the closely related Python tools NumPy, SciPy, and Matplotlib. Using this approach, you can reach effective solutions in small increments, without extensive mathematical intervention. Davidson-Pilon begins by introducing the concepts underlying Bayesian inference, comparing it with other techniques and guiding you through building and training your first Bayesian model. Next, he introduces PyMC through a series of detailed examples and intuitive explanations that have been refined after extensive user feedback. You’ll learn how to use the Markov Chain Monte Carlo algorithm, choose appropriate sample sizes and priors, work with loss functions, and apply Bayesian inference in domains ranging from finance to marketing. Once you’ve mastered these techniques, you’ll constantly turn to this guide for the working PyMC code you need to jumpstart future projects

    Slide: Cameron Davidson, “Entrance to Tandem Computer Headquarters in Reston," September 1982

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    Slide: color, photograph, 2” x 2” (5.08 cm x 5.08 cm)Slide by Cameron Davidson entitled “Entrance to Tandem Computer Headquarters in Reston" dated September 1982. This is an image of the entrance to Tandem Computers. In the foreground, a bed containing shrubs is visible. The Tandem building is brick. The entrance to the building is visible in the background. The entrance is mostly glass. Planned Community Archives Collection, 627.0

    Plan showing mineral claims on Princess Royal Island, British Columbia

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    Cleveland and Cameron, Engineers and Surveyors.Plan no. 1195, work no. 1038

    Letter from Ralph H. Cameron to Carl Hayden

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    Letter from Ralph H. Cameron asking to speak to Carl Hayden concerning a matter relevant to the bill granting National Park status to the Grand Canyon

    Letter from Carl Hayden to Ralph H. Cameron

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    Letter from Carl Hayden to Ralph H. Cameron responding favorably to a request to meet in regards to the bill granting National Park status to the Grand Canyon

    stajichlab/AAFTF: Fixes for pilon memory and update assess report

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    Changelog Release version 0.2.5 This release addresses some small additions by adding extra cmdline options to pilon (--mem) and assemble (--tmpdir). Features/Fixes Added Issue #10 added GC% in the assessment report table Added --mem option to pilon to up the heapsize for java runs merged changes in namespace by @gamcil and a tmpdi

    Letter from Ralph H. Cameron to Carl Hayden

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    Letter from Ralph H. Cameron to Carl Hayden requesting a delay on the introduction of the Grand Canyon bill until he can meet with himself and Senator Ashurst in Washington

    Letter from Ralph H. Cameron to Carl Hayden

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    Letter from Ralph H. Cameron to Carl Hayden thanking him for forwarding Senate Bill No. 390 with the report of March 31st, 1918, and expressing interest in their upcoming meeting in Washington

    The Spanish and Mexican land grants of present day Cameron County

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    For many years the author has been interested in the history of the land of Cameron County, especially the territory surrounding Brownsville. This interest leads to the purpose of this research study, the Spanish and Mexican Land Grants of Cameron County. The author wanted to make a detail study of each grant but realized that such a study was impossible within the limits of this thesis. A brief history of the land grants is given up to the time of the main partitioning of each grant. These main partitions occur at different times, ranging from 1856 to 1934. After the time of the main partitions, the titles became too complicated to trace with any appreciable degree of accuracy or clarity because of the lack of uniformity in the use of the Christian names and surnames; lack of official recordings of transfers of title to the lands by the heirs of the grantees presents another problem. Two Spanish land grants, the Brazos Island grant and the Padre Island grant, are not mentioned in this thesis due to the complexity of their titles. The author would like to repeat that this thesis is not a thorough study of the Spanish and Mexican land grants on the mainland of present day Cameron County as this would be a full-time task taking many years to complete, but with this brief sketch, maybe a better understanding can be had of the history of the land in Cameron County

    Feminismo (2019) de Deborah Cameron

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    Feminism is a small compilation of the debates that have run through the movement, especially in the West. Narrated in a simple and entertaining style, based on compilations of different themes, studies and references, it addresses the main questions of feminism and exposes the answers that have been provided from different positions. TECHNICAL SHEET OF THE BOOK Title: Feminism. Author: Cameron, Deborah. Translation: Tercero, Maria Enguix. Publisher: Alianza Editorial. Language: Spanish. Pages: 176. Year: 2019. Place: Madrid. EBOOK ISBN: 978-84-9181-541-9. Original title: Feminism. 1st edition in English, 2018, Great Britain. Profile Books LTD.Feminismo es una pequeña compilación de los debates que han atravesado al movimiento, especialmente en occidente. Narrado en un estilo simple y llevadero, en base a recopilaciones de distintos temas, estudios y referentes, va abordando los principales interrogantes del feminismo y exponiendo las respuestas que se han brindado desde diferentes posiciones. FICHA TÉCNICA DE LA OBRA Título: Feminismo. Autora: Cameron, Deborah. Traducción: Tercero, María Enguix. Editorial: Alianza Editorial. Idioma: Castellano. Páginas: 176. Año: 2019. Lugar: Madrid. ISBN ebook: 978-84-9181-541-9. Título original: Feminism. 1° edición en inglés, 2018, Gran Bretaña. Profile Books LTD
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