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extract metadata from xml tei file python

Ashamed Armadillo answered on June 23, 2022 Popularity 2/10 Helpfulness 1/10

answer extract metadata from xml tei file python

extract metadata from xml tei file python

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TEI
- teiHeader
-- encodingDesc
--- appInfo
---- application
----- ref
-- fileDesc
--- titleStmt
---- title: Portfolio Allocation for Bayesian Optimization
--- publicationStmt
---- publisher
---- availability
----- licence
---- date: March 8, 2011
--- sourceDesc
---- biblStruct
----- analytic
------ author
------- persName
-------- forename
-------- surname
------- affiliation
-------- orgName
-------- orgName
-------- address
--------- country
------ author
------- persName
-------- forename
-------- surname
------- affiliation
-------- orgName
-------- orgName
-------- address
--------- country
------ author
------- persName
-------- forename
-------- surname
------- affiliation
-------- orgName
-------- orgName
-------- address
--------- country
------ title: Portfolio Allocation for Bayesian Optimization
----- monogr
------ imprint
------- date: March 8, 2011
-- profileDesc
--- abstract
---- p: Bayesian optimization with Gaussian processes has become an increasingly popular tool in the machine learning community. It is efficient and can be used when very little is known about the objective function, making it popular in expensive black-box optimization scenarios. It uses Bayesian methods to sample the objective efficiently using an acquisition function which incorporates the model's estimate of the objective and the uncertainty at any given point. However, there are several different parameter-ized acquisition functions in the literature, and it is often unclear which one to use. Instead of using a single acquisition function, we adopt a portfolio of acquisition functions governed by an online multi-armed bandit strategy. We propose several portfolio strategies, the best of which we call GP-Hedge, and show that this method outperforms the best individual acquisition function. We also provide a theoretical bound on the algorithm's performance.
- text

Popularity 2/10 Helpfulness 1/10 Language python

Source: Grepper

Tags: extract file metadata python tei xml

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Contributed on Jun 23 2022

Ashamed Armadillo

0 Answers Avg Quality 2/10

extract metadata from xml tei file python

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