geobo | Python package for Multi-Objective Bayesian Optimisation

 by   sebhaan Python Version: 1.0.0 License: AGPL-3.0

kandi X-RAY | geobo Summary

kandi X-RAY | geobo Summary

geobo is a Python library typically used in Manufacturing, Utilities, Machinery, Process, Simulation applications. geobo has no bugs, it has no vulnerabilities, it has build file available, it has a Strong Copyleft License and it has low support. You can install using 'pip install geobo' or download it from GitHub, PyPI.

GeoBO is build upon a probabilistic framework using Gaussian Process (GP) priors to jointly solve multi-linear forward models. This software generates multi-output 3D cubes of geophysical properties (e.g. density, magnetic susceptibility, mineral concentrations) and their uncertainties from 2D survey data (e.g. magnetics and gravity) and any pre-existing drillcore measurements. The reconstructed 3D model is then used to query the next most promising measurement location given an expensive cost function (e.g. for drillcores). A ranked list of new measurements is proposed based on user-defined objectives as defined in the acquisition function which typically aims to optimize exploration (reducing global model uncertainty) and exploitation (focusing on highly promising regions) while minimizing costs.
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            kandi-support Support

              geobo has a low active ecosystem.
              It has 17 star(s) with 3 fork(s). There are 4 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 1 open issues and 0 have been closed. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of geobo is 1.0.0

            kandi-Quality Quality

              geobo has no bugs reported.

            kandi-Security Security

              geobo has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License License

              geobo is licensed under the AGPL-3.0 License. This license is Strong Copyleft.
              Strong Copyleft licenses enforce sharing, and you can use them when creating open source projects.

            kandi-Reuse Reuse

              geobo releases are available to install and integrate.
              Deployable package is available in PyPI.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed geobo and discovered the below as its top functions. This is intended to give you an instant insight into geobo implemented functionality, and help decide if they suit your requirements.
            • Function for skplot3
            • Create a cubing matrix
            • Predicts a 3x3 block matrix
            • R Create the covariance matrix
            • Optimise GP hyperparameters
            • Function to minimize vertical drillholes
            • Create simulation data for a given model
            • Create a simulated cube data
            • Create voxel geometry
            • Create a vtkcube from a density matrix
            • Read survey data
            • This function calculates the non - vertical drill core proposal
            • Read drill data
            • Aligns the coordinates of the quaternion
            • Perform a primitive drill operation
            • Calculate the logarithm
            • Return the git version number
            • Create voxel edge geometry
            • Create a vtk vtk vtk vtkcube
            Get all kandi verified functions for this library.

            geobo Key Features

            No Key Features are available at this moment for geobo.

            geobo Examples and Code Snippets

            No Code Snippets are available at this moment for geobo.

            Community Discussions

            QUESTION

            How to update Existing Server Name used on View (SQL Server 2014) using ASP.NET
            Asked 2017-Apr-24 at 08:20

            There is a Supply Management System that has been assigned to me, I have to study that for the customization request of the client. I have been searching for a while to find a possible solutions for my scenario. But still no luck, however I got a back up plan to do so.

            Here's the details(My new PC):

            My local SQL Server Name : DEV01\SQLExpress
            Database : S_Premium - The database of the supply management system
            GeoBos - This is dedicated for another system, I restored it for testing purposes to my local SQL Server Name.

            S_Premium and GeoBos is dedicated to a different systems but the data being used is Integrated with each other.

            Scenario:

            I have been moved to another PC with another SQL Server. The S_Premium is using 50+ Views and Stored procedures which some of their queries is integrated to the servername of GeoBos(Example Above).

            S_Premium Views query example:

            SELECT DISTINCT ..... FROM LnkdSrvrBOSS.GEOBOS.BOS.T_OBR_Hdr

            LnkdSrvrBOSS - came from GeoBos previous server name
            GeoBos - database name
            BOS.T_OBR_Hdr - is a table under database "GeoBos"

            What I did is deleting the LnkdSrvrBOSS manualy for every Views/Stored Procedures(It worked), But my problem is I have to do it manually for all Views and stored procedures that causing me a long time process.

            Question:

            1.) Is there a query that can replace or update the "LnkdSrvrBOSS" of "SELECT DISTINCT ..... FROM LnkdSrvrBOSS.GEOBOS.BOS.T_OBR_Hdr" from Views/Stored Procedure ?

            2.) Do I really have to delete the "LnkdSrvrBOSS" manually(One by one)?

            3.) Or should I create a another SQL Server name "LnkdSrvrBOSS" and restore the database in there?

            Thank you!

            ...

            ANSWER

            Answered 2017-Apr-24 at 08:20

            Create a Linked-Server with the same Name on your local-machine

            Source https://stackoverflow.com/questions/43580814

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install geobo

            To install GeoBO locally using setuptools:.

            Support

            Documentation conversion is generated using pandoc. The README markdown file can be converted to PDF:.
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            Install
          • PyPI

            pip install geobo

          • CLONE
          • HTTPS

            https://github.com/sebhaan/geobo.git

          • CLI

            gh repo clone sebhaan/geobo

          • sshUrl

            git@github.com:sebhaan/geobo.git

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